Simone BiancoAssociate Professor

DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca
Viale Sarca 336, Building U14

Room 1011,  tel: +390264487827

Biography

Simone Bianco obtained the PhD in Computer Science at DISCo (Dipartimento di Informatica, Sistemistica e Comunicazione) of the University of Milano-Bicocca, Italy, in 2010. He obtained the BSc and the MSc degree in Mathematics from the University of Milano-Bicocca, Italy, respectively in 2003 and 2006. He is currently Associate Professor and his teaching and research interests include computer vision, artificial intelligence, machine learning, optimization algorithms applied in multimodal, and multimedia applications.
He is holder of the Italian National Academic Qualification as a Full Professor of computer engineering (09/H1) and computer science (01/B1). He is on Stanford University’s World Ranking Scientists List for his achievements in Artificial Intelligence and Image Processing. He is also the R&D Manager of the University of Milano Bicocca spin off Imaging and Vision Solutions, and Member of European Laboratory for Learning and Intelligent Systems.

Publications

Patents

4.

Dispositivo per l’acquisizione dell’aspetto di materiali
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) IT n. 102023000028101, 2023.

@patent{terrapin2023,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2023},
 title = {Dispositivo per l’acquisizione dell’aspetto di materiali},
 note = {IT n. 102023000028101},
 yearfiled = {2023}}
3.

A Method for Radiometric Compensated Display, Corresponding System, Apparatus and Computer Program Product
(Filippo Naccari, Mirko Guarnera, Simone Bianco, Raimondo Schettini) filed in 2014.

@patent{naccari2014a-method,
 author = {Naccari, Filippo and Guarnera, Mirko and Bianco, Simone and Schettini, Raimondo},
 title = {A Method for Radiometric Compensated Display, Corresponding System, Apparatus and Computer Program Product},
 yearfiled = {2014}}
2.

Image retrieval system with disambiguation methods based on color descriptors
(Danilo Pietro Pau, Davide Mazzini, Raimondo Schettini, Simone Bianco) filed in 2013.

@patent{pau2013image-retrieval,
 author = {Pau, Danilo Pietro and Mazzini, Davide and Schettini, Raimondo and Bianco, Simone},
 title = {Image retrieval system with disambiguation methods based on color descriptors},
 yearfiled = {2013}}
1.

Imaging Apparatus for Color Processing with Signal Preserving Capabilities
(Arcangelo Bruna, Filippo Naccari, Simone Bianco, Raimondo Schettini) filed in 2012.

@patent{bruna2012imaging-apparatus,
 author = {Bruna, Arcangelo and Naccari, Filippo and Bianco, Simone and Schettini, Raimondo},
 title = {Imaging Apparatus for Color Processing with Signal Preserving Capabilities},
 yearfiled = {2012}}

Journal Articles

54.

ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
(Davide Marelli, Luca Morelli, Elisa Mariarosaria Farella, Simone Bianco, Gianluigi Ciocca, Fabio Remondino) In ISPRS Journal of Photogrammetry and Remote Sensing, volume 198, pp. 84-98, 2023.

@article{enrich2023,
 author = {Marelli, Davide and Morelli, Luca and Farella, Elisa Mariarosaria and Bianco, Simone and Ciocca, Gianluigi and Remondino, Fabio},
 year = {2023},
 pages = {84-98},
 title = {ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry},
 volume = {198},
 journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
 doi = {https://doi.org/10.1016/j.isprsjprs.2023.03.002},
 projectref = {https://github.com/davidemarelli/ENRICH}}
53.

Unified Framework for Identity and Imagined Action Recognition From EEG Patterns
(Marco Buzzelli, Simone Bianco, Paolo Napoletano) In IEEE Transactions on Human-Machine Systems, volume 53, number 3, pp. 529-537, 2023.

@article{buzzelli2023unified,
 author = {Buzzelli, Marco and Bianco, Simone and Napoletano, Paolo},
 year = {2023},
 pages = {529-537},
 title = {Unified Framework for Identity and Imagined Action Recognition From EEG Patterns},
 volume = {53},
 number = {3},
 journal = {IEEE Transactions on Human-Machine Systems},
 url = {https://ieeexplore.ieee.org/document/10122577},
 pdf = {https://arxiv.org/pdf/2205.04357.pdf},
 doi = {10.1109/THMS.2023.3267898}}
52.

Semi-supervised cross-lingual speech emotion recognition
(Mirko Agarla, Simone Bianco, Luigi Celona, Paolo Napoletano, Alexey Petrovsky, Flavio Piccoli, Raimondo Schettini, Ivan Shanin) In Expert Systems with Applications, pp. 121368, Elsevier, 2023.

@article{agarla2023semi,
 author = {Agarla, Mirko and Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Petrovsky, Alexey and Piccoli, Flavio and Schettini, Raimondo and Shanin, Ivan},
 year = {2023},
 pages = {121368},
 title = {Semi-supervised cross-lingual speech emotion recognition},
 publisher = {Elsevier},
 journal = {Expert Systems with Applications},
 pdf = {https://arxiv.org/pdf/2207.06767.pdf},
 doi = {https://doi.org/10.1016/j.eswa.2023.121368}}
51.

Analysis of biases in automatic white balance datasets and methods
(Marco Buzzelli, Simone Zini, Simone Bianco, Gianluigi Ciocca, Raimondo Schettini, Mikhail Tchobanou) In Color Research & Application, 2023.

@article{buzzelli2022analysis,
 author = {Buzzelli, Marco and Zini, Simone and Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail K},
 year = {2023},
 title = {Analysis of biases in automatic white balance datasets and methods},
 journal = {Color Research & Application},
 keywords = {automatic, white, balance, color, constancy, dataset, analysis, illuminant, estimation},
 url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/col.22822},
 pdf = {/download/buzzelli2022analysis.pdf},
 doi = {/10.1002/col.22822}}
50.

Video restoration based on deep learning: a comprehensive survey
(Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In Artificial Intelligence Review, pp. 1573-7462, 2022.

@article{rota2022video,
 author = {Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2022},
 pages = {1573-7462},
 title = {Video restoration based on deep learning: a comprehensive survey},
 journal = {Artificial Intelligence Review},
 url = {https://link.springer.com/article/10.1007/s10462-022-10302-5},
 pdf = {/download/rota2022video.pdf},
 doi = {10.1007/s10462-022-10302-5}}
49.

SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In SoftwareX, volume 17, pp. 100931, 2022.

@article{marelli2022sfmflow,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2022},
 pages = {100931},
 title = {SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines},
 volume = {17},
 journal = {SoftwareX},
 pdf = {https://www.sciencedirect.com/science/article/pii/S2352711021001692},
 doi = {10.1016/j.softx.2021.100931},
 issn = {2352-7110},
 projectref = {http://www.ivl.disco.unimib.it/activities/evaluating-the-performance-of-structure-from-motion-pipelines/}}
48.

U-WeAr: User Recognition on Wearable Devices through Arm Gesture
(Simone Bianco, Paolo Napoletano, Alberto Raimondi, Mirko Rima) In IEEE Transactions on Human Machine Systems, pp. 1-12, IEEE, 2022.

@article{bianco2022uwear,
 author = {Bianco, Simone and Napoletano, Paolo and Raimondi, Alberto and Rima, Mirko},
 year = {2022},
 pages = {1-12},
 title = {U-WeAr: User Recognition on Wearable Devices through Arm Gesture},
 publisher = {IEEE},
 journal = {IEEE Transactions on Human Machine Systems},
 doi = {10.1109/THMS.2022.3170829}}
47.

Designing an AI-Based Virtual Try-On Web Application
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In Sensors, volume 22, number 10, 2022.

@article{marelli2022designing,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2022},
 title = {Designing an AI-Based Virtual Try-On Web Application},
 volume = {22},
 number = {10},
 journal = {Sensors},
 pdf = {https://www.mdpi.com/1424-8220/22/10/3832},
 doi = {10.3390/s22103832}}
46.

COCOA: Combining Color Constancy Algorithms for Images and Videos
(Simone Zini, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In IEEE Transactions on Computational Imaging, pp. 1-14, 2022.

@article{zini2022cocoa,
 author = {Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2022},
 pages = {1-14},
 title = {COCOA: Combining Color Constancy Algorithms for Images and Videos},
 journal = {IEEE Transactions on Computational Imaging},
 url = {https://ieeexplore.ieee.org/document/9874990},
 pdf = {/download/COCOA_Combining_Color_Constancy_Algorithms_for_Images_and_Videos.pdf},
 doi = {10.1109/TCI.2022.3203889},
 projectref = {https://github.com/TheZino/COCOA-COmbining-COlor-constancy-Algorithms}}
45.

Illumination estimation challenge: The experience of the first 2 years
(Egor Ershov, Alex Savchik, Ilya Semenkov, Nikola Banić, Karlo Koščević, Marko Subašić, [...], Marco Buzzelli, Riccardo Riva, Simone Bianco, Raimondo Schettini, [...]) In Color Research & Application, volume 46, number 4, pp. 705-718, Wiley Online Library, 2021.

@article{ershov2020illumination,
 author = {Ershov, Egor and Savchik, Alex and Semenkov, Ilya and Banić, Nikola and Koščević, Karlo and Subašić, Marko and [...], and Buzzelli, Marco and Riva, Riccardo and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2021},
 pages = {705-718},
 title = {Illumination estimation challenge: The experience of the first 2 years},
 volume = {46},
 number = {4},
 publisher = {Wiley Online Library},
 journal = {Color Research & Application},
 pdf = {/download/2021b_Illumination_estimation_challenge_The_experience_of_the_first_2_years.pdf},
 doi = {10.1002/col.22675}}
44.

Disentangling Image distortions in deep feature space
(Simone Bianco, Luigi Celona, Paolo Napoletano) In Pattern Recognition Letters, volume 148, pp. 128-135, 2021.

@article{bianco2021disent,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2021},
 pages = {128-135},
 title = {Disentangling Image distortions in deep feature space},
 volume = {148},
 journal = {Pattern Recognition Letters},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2021/06/bianco_prletters2021_disentangling.pdf},
 doi = {https://doi.org/10.1016/j.patrec.2021.05.008},
 issn = {0167-8655}}
43.

An introduction to quantum machine learning: from quantum logic to quantum deep learning
(Leonardo Alchieri, Davide Badalotti, Pietro Bonardi, Simone Bianco) In Quantum Machine Intelligence, volume 3, number 2, pp. 1-30, Springer, 2021.

@article{Bianco2021QML,
 author = {Alchieri, Leonardo and Badalotti, Davide and Bonardi, Pietro and Bianco, Simone},
 year = {2021},
 pages = {1-30},
 title = {An introduction to quantum machine learning: from quantum logic to quantum deep learning},
 volume = {3},
 number = {2},
 publisher = {Springer},
 journal = {Quantum Machine Intelligence},
 pdf = {https://rdcu.be/cBqas}}
42.

A Smart Mirror for Emotion Monitoring in Home Environments
(Simone Bianco, Luigi Celona, Gianluigi Ciocca, Davide Marelli, Paolo Napoletano, Stefano Yu, Raimondo Schettini) In Sensors, volume 21, number 22, 2021.

@article{smartmirror2021,
 author = {Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi and Marelli, Davide and Napoletano, Paolo and Yu, Stefano and Schettini, Raimondo},
 year = {2021},
 title = {A Smart Mirror for Emotion Monitoring in Home Environments},
 volume = {21},
 number = {22},
 journal = {Sensors},
 pdf = {https://www.mdpi.com/1424-8220/21/22/7453/pdf},
 doi = {10.3390/s21227453}}
41.

Neural architecture search for image saliency fusion
(Simone Bianco, Marco Buzzelli, Gianluigi Ciocca, Raimondo Schettini) In Information Fusion, volume 57, pp. 89-101, 2020.

@article{BIANCO202089,
 author = {Bianco, Simone and Buzzelli, Marco and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2020},
 pages = {89-101},
 title = {Neural architecture search for image saliency fusion},
 volume = {57},
 journal = {Information Fusion},
 keywords = {Saliency, fusion, Evolutionary, algorithms, Neural, architecture, search},
 url = {http://www.sciencedirect.com/science/article/pii/S1566253519302374},
 pdf = {/download/NAS_image_saliency_fusion.pdf},
 doi = {https://doi.org/10.1016/j.inffus.2019.12.007},
 issn = {1566-2535}}
40.

IVL-SYNTHSFM-v2: A synthetic dataset with exact ground truth for the evaluation of 3D reconstruction pipelines
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In Data in Brief, pp. 105041, 2020.

@article{marelli2020IVLSYNTHSFMv2,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2020},
 pages = {105041},
 title = {IVL-SYNTHSFM-v2: A synthetic dataset with exact ground truth for the evaluation of 3D reconstruction pipelines},
 journal = {Data in Brief},
 pdf = {/download/IVL-SYNTHSFM-v2.pdf},
 doi = {10.1016/j.dib.2019.105041},
 issn = {2352-3409}}
39.

Personalized Image Enhancement Using Neural Spline Color Transforms
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 29, pp. 6223-6236, 2020.

@article{bianco2020personalized,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 year = {2020},
 pages = {6223-6236},
 title = {Personalized Image Enhancement Using Neural Spline Color Transforms},
 volume = {29},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/Personalized_Image_Enhancement_Using_Neural_Spline_Color_Transforms.pdf},
 doi = {https://doi.org/10.1109/TIP.2020.2989584}}
38.

Deep Residual Autoencoder for Blind Universal JPEG Restoration
(Simone Zini, Simone Bianco, Raimondo Schettini) In IEEE Access, volume 8, pp. 63283-63294, IEEE, 2020.

@article{zini2020deep,
 author = {Zini, Simone and Bianco, Simone and Schettini, Raimondo},
 year = {2020},
 pages = {63283-63294},
 title = {Deep Residual Autoencoder for Blind Universal JPEG Restoration},
 volume = {8},
 publisher = {IEEE},
 journal = {IEEE Access},
 pdf = {/download/Deep_Residual_Autoencoder_for_Blind_Universal_JPEG_Resoration.pdf},
 doi = {https://doi.org/10.1109/ACCESS.2020.2984387}}
37.

ARC: Angle-Retaining Chromaticity diagram for color constancy error analysis
(Marco Buzzelli, Simone Bianco, Raimondo Schettini) In J. Opt. Soc. Am. A, volume 37, number 11, pp. 1721-1730, OSA, 2020.

@article{buzzelli2020arc,
 author = {Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2020},
 month = {1},
 pages = {1721-1730},
 title = {ARC: Angle-Retaining Chromaticity diagram for color constancy error analysis},
 volume = {37},
 number = {11},
 publisher = {OSA},
 journal = {J. Opt. Soc. Am. A},
 pdf = {/download/josaa-37-11-1721.pdf},
 doi = {10.1364/JOSAA.398692},
 projectref = {http://www.ivl.disco.unimib.it/activities/arc/}}
36.

A unifying representation for pixel-precise distance estimation
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Multimedia Tools and Applications, volume 78, number 10, pp. 13767-13786, Springer, 2019.

@article{bianco2018unifying,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2019},
 pages = {13767-13786},
 title = {A unifying representation for pixel-precise distance estimation},
 volume = {78},
 number = {10},
 publisher = {Springer},
 journal = {Multimedia Tools and Applications},
 pdf = {/download/2018d_CAMERA_A_unifying_representation_for_pixel_precise_distance_estimation.pdf},
 doi = {10.1007/s11042-018-6568-2}}
35.

Turning a Digital Camera into an Absolute 2D Tele-Colorimeter
(Giuseppe Claudio Guarnera, Simone Bianco, Raimondo Schettini) In Computer Graphics Forum, volume 38, number 1, pp. 73-86, 2019.

@article{biancoTelecolorimeter,
 author = {Guarnera, Giuseppe Claudio and Bianco, Simone and Schettini, Raimondo},
 year = {2019},
 pages = {73-86},
 title = {Turning a Digital Camera into an Absolute 2D Tele-Colorimeter},
 volume = {38},
 number = {1},
 journal = {Computer Graphics Forum},
 pdf = {/download/Turning_Digital_Camera_into_Absolute_2D_Tele‐Colorimeter.pdf},
 doi = {10.1111/cgf.13393}}
34.

Biometric Recognition Using Multimodal Physiological Signals
(Simone Bianco, Paolo Napoletano) In IEEE Access, volume 7, pp. 83581-83588, 2019.

@article{bianco2019-biometric,
 author = {Bianco, Simone and Napoletano, Paolo},
 year = {2019},
 pages = {83581-83588},
 title = {Biometric Recognition Using Multimodal Physiological Signals},
 volume = {7},
 journal = {IEEE Access},
 keywords = {Physiology, Databases, Heart, rate, Electrocardiography, Face, recognition, Handwriting, recognition, Speech, recognition, Biometric, identification, multimodal, physiological, signals, machine, learning, convolutional, neural, network, hyperparameters, optimization},
 pdf = {/download/bianco2019biometric.pdf},
 doi = {10.1109/ACCESS.2019.2923856},
 issn = {2169-3536}}
33.

Multitask Painting Categorization by Deep Multibranch Neural Network
(Simone Bianco, Davide Mazzini, Paolo Napoletano, Raimondo Schettini) In Expert Systems with Applications, volume 135, pp. 90-101, 2019.

@article{bianco2019-multitask,
 author = {Bianco, Simone and Mazzini, Davide and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {90-101},
 title = {Multitask Painting Categorization by Deep Multibranch Neural Network},
 volume = {135},
 journal = {Expert Systems with Applications},
 pdf = {/download/Multitask_painting_categorization_by_deep_multibranch_neural_network.pdf},
 doi = {10.1016/j.eswa.2019.05.036},
 issn = {0957-4174},
 projectref = {http://www.ivl.disco.unimib.it/activities/paintings/}}
32.

Providing a Single Ground-truth for Illuminant Estimation for the ColorChecker Dataset
(Ghalia Hemrit, Graham David Finlayson, Arjan Gijsenij, Peter Vincent Gehler, Simone Bianco, Mark Drew, Brian Funt, Lilong Shi) In IEEE transactions on pattern analysis and machine intelligence, IEEE, 2019.

@article{hemrit2019providing,
 author = {Hemrit, Ghalia and Finlayson, Graham David and Gijsenij, Arjan and Gehler, Peter Vincent and Bianco, Simone and Drew, Mark and Funt, Brian and Shi, Lilong},
 year = {2019},
 title = {Providing a Single Ground-truth for Illuminant Estimation for the ColorChecker Dataset},
 publisher = {IEEE},
 journal = {IEEE transactions on pattern analysis and machine intelligence},
 pdf = {/download/Providing_a_Single_GT_for_Illuminant_Estimation_for_the_ColorChecker_Dataset.pdf},
 doi = {10.1109/TPAMI.2019.2919824}}
31.

Artistic photo filter removal using convolutional neural networks
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In Journal of Electronic Imaging, volume 27, number 1, pp. 01104:1-14, 2018.

@article{Bianco2018filter-removal,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 year = {2018},
 pages = {01104:1-14},
 title = {Artistic photo filter removal using convolutional neural networks},
 volume = {27},
 number = {1},
 journal = {Journal of Electronic Imaging},
 url = {http://dx.doi.org/10.1117/1.JEI.27.1.011004},
 pdf = {/download/Bianco2018filter-removal.pdf},
 doi = {10.1117/1.JEI.27.1.011004}}
30.

On the use of deep learning for blind image quality assessment
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Signal, Image and Video Processing, volume 12, number 2, pp. 355-362, 2018.

@article{Bianco2018,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 month = {2},
 year = {2018},
 pages = {355-362},
 title = {On the use of deep learning for blind image quality assessment},
 volume = {12},
 number = {2},
 journal = {Signal, Image and Video Processing},
 url = {https://doi.org/10.1007/s11760-017-1166-8},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2016/09/DeepIQExtended.pdf},
 doi = {10.1007/s11760-017-1166-8},
 issn = {1863-1711},
 projectref = {http://www.ivl.disco.unimib.it/activities/deep-image-quality/}}
29.

Unsupervised Color Coding for Visualizing Image Classification Results
(Simone Bianco, Raimondo Schettini) In Information Visualization, volume 17, number 2, pp. 161-177, 2018.

@article{bianco2018unsupervised-color,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 pages = {161-177},
 title = {Unsupervised Color Coding for Visualizing Image Classification Results},
 volume = {17},
 number = {2},
 journal = {Information Visualization},
 pdf = {/download/Bianco2018unsupervised-color.pdf},
 doi = {10.1177/1473871617700682}}
28.

Evaluating the Performance of Structure from Motion Pipelines
(Simone Bianco, Gianluigi Ciocca, Davide Marelli) In Journal of Imaging, volume 4, number 8, 2018.

@article{bianco-sfm2018,
 author = {Bianco, Simone and Ciocca, Gianluigi and Marelli, Davide},
 year = {2018},
 title = {Evaluating the Performance of Structure from Motion Pipelines},
 volume = {4},
 number = {8},
 journal = {Journal of Imaging},
 pdf = {/download/bianco-sfm2018.pdf},
 doi = {10.3390/jimaging4080098},
 projectref = {http://www.ivl.disco.unimib.it/activities/evaluating-the-performance-of-structure-from-motion-pipelines/}}
27.

Multiscale fully convolutional network for image saliency
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Journal of Electronic Imaging, volume 27, pp. 27-27, 2018.

@article{bianco2018multiscale,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2018},
 pages = {27-27},
 title = {Multiscale fully convolutional network for image saliency},
 volume = {27},
 journal = {Journal of Electronic Imaging},
 url = {https://doi.org/10.1117/1.JEI.27.5.051221},
 pdf = {/download/2018a_CAMERA_Multiscale_fully_convolutional_network_for_image_saliency.pdf},
 doi = {10.1117/1.JEI.27.5.051221}}
26.

Benchmark Analysis of Representative Deep Neural Network Architectures
(Simone Bianco, Remi Cadene, Luigi Celona, Paolo Napoletano) In IEEE Access, volume 6, number 1, pp. 64270-64277, 2018.

@article{8506339,
 author = {Bianco, Simone and Cadene, Remi and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {64270-64277},
 title = {Benchmark Analysis of Representative Deep Neural Network Architectures},
 volume = {6},
 number = {1},
 journal = {IEEE Access},
 keywords = {Computational, modeling, Graphics, processing, units, Computational, complexity, Memory, management, Embedded, systems, Deep, neural, networks, convolutional, neural, networks, image, recognition},
 pdf = {/download/08506339.pdf},
 doi = {10.1109/ACCESS.2018.2877890},
 issn = {2169-3536},
 projectref = {https://celuigi.github.io/models-comparison.pytorch/}}
25.

Fine-Grained Face Annotation Using Deep Multi-Task CNN
(Luigi Celona, Simone Bianco, Raimondo Schettini) In Sensors, volume 18, number 8, 2018.

@article{celona2018fine,
 author = {Celona, Luigi and Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 title = {Fine-Grained Face Annotation Using Deep Multi-Task CNN},
 volume = {18},
 number = {8},
 journal = {Sensors},
 url = {http://www.mdpi.com/1424-8220/18/8/2666},
 pdf = {/download/sensors-18-02666.pdf},
 doi = {10.3390/s18082666},
 issn = {1424-8220}}
24.

Combination of Video Change Detection Algorithms by Genetic Programming
(Simone Bianco, Gianluigi Ciocca, Raimondo Schettini) In IEEE Transactions on Evolutionary Computation, volume 21, number 6, pp. 914-928, 2017.

@article{selection-CDA,
 author = {Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2017},
 pages = {914-928},
 title = {Combination of Video Change Detection Algorithms by Genetic Programming},
 volume = {21},
 number = {6},
 journal = {IEEE Transactions on Evolutionary Computation},
 pdf = {/download/selection-CDA.pdf},
 doi = {10.1109/TEVC.2017.2694160}}
23.

Large Age-Gap Face Verification by Feature Injection in Deep Networks
(Simone Bianco) In Pattern Recognition Letters, volume 90, pp. 36-42, 2017.

@article{bianco2017large-age,
 author = {Bianco, Simone},
 year = {2017},
 pages = {36-42},
 title = {Large Age-Gap Face Verification by Feature Injection in Deep Networks},
 volume = {90},
 journal = {Pattern Recognition Letters},
 pdf = {/download/bianco2017large-age.pdf},
 doi = {10.1016/j.patrec.2017.03.006},
 projectref = {http://www.ivl.disco.unimib.it/activities/large-age-gap-face-verification/}}
22.

Improving CNN-based Texture Classification by Color Balancing
(Simone Bianco, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of Imaging, volume 33, number 3, MDPI, 2017.

@article{bianco2017improving-cnn,
 author = {Bianco, Simone and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2017},
 title = {Improving CNN-based Texture Classification by Color Balancing},
 volume = {33},
 number = {3},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 pdf = {http://www.mdpi.com/2313-433X/3/3/33/pdf},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
21.

Single and Multiple Illuminant Estimation Using Convolutional Neural Networks
(Simone Bianco, Claudio Cusano, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 26, number 9, pp. 4347-4362, 2017.

@article{bianco2017single-multiple,
 author = {Bianco, Simone and Cusano, Claudio and Schettini, Raimondo},
 year = {2017},
 pages = {4347-4362},
 title = {Single and Multiple Illuminant Estimation Using Convolutional Neural Networks},
 volume = {26},
 number = {9},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/bianco2017single-multiple.pdf},
 doi = {10.1109/TIP.2017.2713044}}
20.

Deep learning for logo recognition
(Simone Bianco, Marco Buzzelli, Davide Mazzini, Raimondo Schettini) In Neurocomputing, volume 245, pp. 23-30, Elsevier, 2017.

@article{bianco2017deep,
 author = {Bianco, Simone and Buzzelli, Marco and Mazzini, Davide and Schettini, Raimondo},
 year = {2017},
 pages = {23-30},
 title = {Deep learning for logo recognition},
 volume = {245},
 publisher = {Elsevier},
 journal = {Neurocomputing},
 url = {http://www.sciencedirect.com/science/article/pii/S0925231217305660},
 pdf = {/download/bianco2017deep.pdf},
 doi = {10.1016/j.neucom.2017.03.051},
 issn = {0925-2312},
 projectref = {http://www.ivl.disco.unimib.it/activities/logo-recognition/}}
19.

On the usefulness of hyperspectral imaging for face recognition
(Simone Bianco) In Journal of Electronic Imaging, volume 25, number 6, pp. 063020, SPIE, 2016.

@article{bianco2016hyperspectral-face,
 author = {Bianco, Simone},
 year = {2016},
 pages = {063020},
 title = {On the usefulness of hyperspectral imaging for face recognition},
 volume = {25},
 number = {6},
 publisher = {SPIE},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2016hyperspectral-face.pdf},
 doi = {10.1117/1.JEI.25.6.063020}}
18.

Robust Smile Detection using Convolutional Neural Networks
(Simone Bianco, Luigi Celona, Raimondo Schettini) In Journal of Electronic Imaging, volume 25, number 6, pp. 063002, SPIE, 2016.

@article{bianco2016robust-smile,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2016},
 pages = {063002},
 title = {Robust Smile Detection using Convolutional Neural Networks},
 volume = {25},
 number = {6},
 publisher = {SPIE},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2016robust-smile.pdf},
 doi = {10.1117/1.JEI.25.6.063002}}
17.

CURL: Image Classification using co-training and Unsupervised Representation Learning
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano) In Computer Vision and Image Understanding, Light Field for Computer Vision, volume 145, pp. 15-29, 2016.

@article{Bianco2016CURL,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio},
 year = {2016},
 pages = {15-29},
 title = {CURL: Image Classification using co-training and Unsupervised Representation Learning},
 volume = {145},
 note = {Light Field for Computer Vision},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/Bianco2016CURL.pdf},
 doi = {10.1016/j.cviu.2016.01.003},
 issn = {1077-3142}}
16.

An interactive tool for manual, semi-automatic and automatic video annotation
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Computer Vision and Image Understanding, volume 131, pp. 88-99, Elsevier, 2015.

@article{bianco2015interactive,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2015},
 pages = {88-99},
 title = {An interactive tool for manual, semi-automatic and automatic video annotation},
 volume = {131},
 publisher = {Elsevier},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/bianco2015interactive.pdf},
 doi = {10.1016/j.cviu.2014.06.015},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
15.

User Preferences Modeling and Learning for Pleasing Photo Collage Generation
(Simone Bianco, Gianluigi Ciocca) In Transactions on Multimedia Computing Communications and Applications, volume 12, number 1, pp. 1-23, ACM, 2015.

@article{bianco2015-user-preferences,
 author = {Bianco, Simone and Ciocca, Gianluigi},
 year = {2015},
 pages = {1-23},
 title = {User Preferences Modeling and Learning for Pleasing Photo Collage Generation},
 volume = {12},
 number = {1},
 publisher = {ACM},
 journal = {Transactions on Multimedia Computing Communications and Applications},
 pdf = {http://arxiv.org/pdf/1506.00527v1.pdf},
 doi = {10.1145/2801126},
 projectref = {http://www.ivl.disco.unimib.it/research/collage/}}
14.

Local Detectors and Compact Descriptors for Visual Search: a Quantitative Comparison
(Simone Bianco, Davide Mazzini, Danilo Pietro Pau, Raimondo Schettini) In Digital Signal Processing, volume 44, pp. 1-13, Elsevier, 2015.

@article{bianco2015local-detectors,
 author = {Bianco, Simone and Mazzini, Davide and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2015},
 pages = {1-13},
 title = {Local Detectors and Compact Descriptors for Visual Search: a Quantitative Comparison},
 volume = {44},
 publisher = {Elsevier},
 journal = {Digital Signal Processing},
 pdf = {/download/bianco2015local-detectors.pdf},
 doi = {10.1016/j.dsp.2015.06.001},
 projectref = {http://www.ivl.disco.unimib.it/activities/local-detectors/}}
13.

Adaptive Skin Classification Using Face and Body Detection
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 24, number 12, pp. 4756-4765, 2015.

@article{bianco2015adaptive-skin,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2015},
 month = {1},
 pages = {4756-4765},
 title = {Adaptive Skin Classification Using Face and Body Detection},
 volume = {24},
 number = {12},
 journal = {IEEE Transactions on Image Processing},
 keywords = {Adaptation, models, Detectors, Face, Image, color, analysis, Reliability, Skin, Training, Skin, classification, body, detection, face, detection},
 pdf = {/download/bianco2015adaptive-skin.pdf},
 doi = {10.1109/TIP.2015.2467209},
 issn = {1057-7149}}
12.

Error-tolerant Color Rendering for Digital Cameras
(Simone Bianco, Raimondo Schettini) In Journal of Mathematical Imaging and Vision, volume 50, number 3, pp. 235-245, 2014.

@article{bianco2014error-tolerant,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2014},
 pages = {235-245},
 title = {Error-tolerant Color Rendering for Digital Cameras},
 volume = {50},
 number = {3},
 journal = {Journal of Mathematical Imaging and Vision},
 pdf = {/download/bianco2014error-tolerant.pdf},
 doi = {10.1007/s10851-014-0496-1},
 issn = {0924-9907}}
11.

Adaptive Color Constancy Using Faces
(Simone Bianco, Raimondo Schettini) In IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 36, number 8, pp. 1505-1518, 2014.

@article{bianco2014adaptive-color,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2014},
 pages = {1505-1518},
 title = {Adaptive Color Constancy Using Faces},
 volume = {36},
 number = {8},
 journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
 pdf = {/download/bianco2014adaptive-color.pdf},
 doi = {10.1109/TPAMI.2013.2297710},
 issn = {0162-8828},
 projectref = {http://www.ivl.disco.unimib.it/research/FaceColorConstancy/}}
10.

Color Correction Pipeline Optimization for Digital Cameras
(Simone Bianco, Arcangelo Bruna, Filippo Naccari, Raimondo Schettini) In Journal of Electronic Imaging, volume 22, number 2, pp. 023014, 2013.

@article{bianco2013color-correction,
 author = {Bianco, Simone and Bruna, Arcangelo and Naccari, Filippo and Schettini, Raimondo},
 year = {2013},
 pages = {023014},
 title = {Color Correction Pipeline Optimization for Digital Cameras},
 volume = {22},
 number = {2},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/023014_1.pdf},
 doi = {10.1117/1.JEI.22.2.023014},
 issn = {1017-9909}}
9.

Sampling Optimization for Printer Characterization by Direct Search
(Simone Bianco, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 21, number 12, pp. 4868-4873, 2012.

@article{bianco2012sampling-optimization,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2012},
 pages = {4868-4873},
 title = {Sampling Optimization for Printer Characterization by Direct Search},
 volume = {21},
 number = {12},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/bianco2012sampling-optimization.pdf},
 doi = {10.1109/TIP.2012.2211029},
 projectref = {http://www.ivl.disco.unimib.it/research/samplingOpt/}}
8.

Color space transformations for digital photography exploiting information about the illuminant estimation process
(Simone Bianco, Arcangelo Bruna, Filippo Naccari, Raimondo Schettini) In Journal of the Optical Society of America A, volume 29, number 3, pp. 374-384, 2012.

@article{bianco2012color-space,
 author = {Bianco, Simone and Bruna, Arcangelo and Naccari, Filippo and Schettini, Raimondo},
 year = {2012},
 pages = {374-384},
 title = {Color space transformations for digital photography exploiting information about the illuminant estimation process},
 volume = {29},
 number = {3},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/bianco2012color-space.pdf},
 doi = {10.1364/JOSAA.29.000374},
 issn = {1084-7529}}
7.

Automatic color constancy algorithm selection and combination
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In Pattern Recognition, volume 43, number 3, pp. 695-705, Elsevier, 2010.

@article{bianco2010automatic-color,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2010},
 pages = {695-705},
 title = {Automatic color constancy algorithm selection and combination},
 volume = {43},
 number = {3},
 publisher = {Elsevier},
 journal = {Pattern Recognition},
 url = {http://www.sciencedirect.com/science/article/pii/S0031320309003070},
 pdf = {/download/bianco2010automatic-color.pdf},
 doi = {10.1016/j.patcog.2009.08.007},
 issn = {0031-3203}}
6.

Two New von Kries Based Chromatic Adaptation Transforms Found by Numerical Optimization
(Simone Bianco, Raimondo Schettini) In Color Research and Application, volume 35, number 3, pp. 184-192, 2010.

@article{bianco2010two-new,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2010},
 pages = {184-192},
 title = {Two New von Kries Based Chromatic Adaptation Transforms Found by Numerical Optimization},
 volume = {35},
 number = {3},
 journal = {Color Research and Application},
 pdf = {/download/bianco2010two-new.pdf},
 doi = {10.1002/col.20573},
 issn = {1520-6378}}
5.

Reflectance spectra recovery from tristimulus values by adaptive estimation with metameric shape correction
(Simone Bianco) In Journal of the Optical Society of America A, volume 27, number 8, pp. 1868-1877, 2010.

@article{bianco2010reflectance-spectra,
 author = {Bianco, Simone},
 year = {2010},
 pages = {1868-1877},
 title = {Reflectance spectra recovery from tristimulus values by adaptive estimation with metameric shape correction},
 volume = {27},
 number = {8},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/bianco2010reflectance-spectra.pdf},
 doi = {10.1364/JOSAA.27.001868},
 issn = {1084-7529},
 projectref = {http://www.ivl.disco.unimib.it/research/SpectraRecovery/}}
4.

Consensus based framework for illuminant chromaticity estimation
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In Journal of Electronic Imaging, volume 17, number 2, pp. 023013, 2008.

@article{bianco2008consensus-based,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2008},
 pages = {023013},
 title = {Consensus based framework for illuminant chromaticity estimation},
 volume = {17},
 number = {2},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2008consensus-based.pdf},
 doi = {10.1117/1.2921013},
 issn = {1017-9909}}
3.

Polynomial modeling and optimization for colorimetric characterization of scanners
(Simone Bianco, Francesca Gasparini, Raimondo Schettini, Leonardo Vanneschi) In Journal of Electronic Imaging, volume 17, number 4, pp. 043002, 2008.

@article{bianco2008polynomial-modeling,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo and Vanneschi, Leonardo},
 year = {2008},
 pages = {043002},
 title = {Polynomial modeling and optimization for colorimetric characterization of scanners},
 volume = {17},
 number = {4},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2008polynomial-modeling.pdf},
 doi = {10.1117/1.2982004},
 issn = {1017-9909}}
2.

Improving Color Constancy Using Indoor-Outdoor Image Classification
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 17, number 12, pp. 2381-2392, IEEE, 2008.

@article{bianco2008improving-color,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2008},
 pages = {2381-2392},
 title = {Improving Color Constancy Using Indoor-Outdoor Image Classification},
 volume = {17},
 number = {12},
 publisher = {IEEE},
 journal = {IEEE Transactions on Image Processing},
 url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4664624&tag=1},
 pdf = {/download/bianco2008improving-color.pdf},
 doi = {10.1109/TIP.2008.2006661},
 issn = {1057-7149}}
1.

A new method for RGB to XYZ transformation based on pattern search optimization
(Simone Bianco, Francesca Gasparini, Alessandro Russo, Raimondo Schettini) In IEEE Transactions on Consumer Electronics, volume 53, number 3, pp. 1020-1028, 2007.

@article{bianco2007new-method,
 author = {Bianco, Simone and Gasparini, Francesca and Russo, Alessandro and Schettini, Raimondo},
 year = {2007},
 pages = {1020-1028},
 title = {A new method for RGB to XYZ transformation based on pattern search optimization},
 volume = {53},
 number = {3},
 journal = {IEEE Transactions on Consumer Electronics},
 pdf = {/download/bianco2007new-method.pdf},
 doi = {10.1109/TCE.2007.4341581},
 issn = {0098-3063}}

Books, Special Issues, and Proceedings

3.

Special Section Guest Editorial: Computational Color Imaging
(Simone Bianco, Raimondo Schettini, Shoji Tominaga, Alain Trémeau) In Journal of Electronic Imaging, volume 27, number 1, pp. 011001:1-14, 2018.

@book{bianco-special2018,
 author = {Bianco, Simone and Schettini, Raimondo and Tominaga, Shoji and Trémeau, Alain},
 year = {2018},
 pages = {011001:1-14},
 title = {Special Section Guest Editorial: Computational Color Imaging},
 volume = {27},
 number = {1},
 journal = {Journal of Electronic Imaging},
 doi = {10.1117/1.JEI.27.1.011001}}
2.

Computational Color Imaging: 6th International Workshop, CCIW 2017, Proceedings
(Simone Bianco, Raimondo Schettini, Alain Tremeau, Shoji Tominaga) volume 10213 of Lecture Notes in Computer Science, Springer, 2017.

@book{bianco2017computational,
 author = {Bianco, Simone and Schettini, Raimondo and Tremeau, Alain and Tominaga, Shoji},
 year = {2017},
 title = {Computational Color Imaging: 6th International Workshop, CCIW 2017, Proceedings},
 volume = {10213},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science}}
1.

Editorial: Optimization for Detection and Recognition in Images and Videos
(Wonjun Kim, Chanho Jung, Simone Bianco) volume 2017 of Mathematical Problems in Engineering, Hindawi, 2017.

@book{Kim2017optimization,
 author = {Kim, Wonjun and Jung, Chanho and Bianco, Simone},
 year = {2017},
 title = {Editorial: Optimization for Detection and Recognition in Images and Videos},
 volume = {2017},
 publisher = {Hindawi},
 series = {Mathematical Problems in Engineering},
 doi = {10.1155/2017/5190490}}

Book Chapter

3.

Computational Color Constancy
(Simone Bianco, Raimondo Schettini) Chapter in Encyclopedia of Information Science and Technology, pp. 471-478, IGI Global, 2014.

@inbook{bianco2013computational-color,
 author = {Bianco, Simone and Schettini, Raimondo},
 editor = {Khosrow-Pour, Mehdi},
 year = {2014},
 pages = {471-478},
 title = {Computational Color Constancy},
 publisher = {IGI Global},
 booktitle = {Encyclopedia of Information Science and Technology},
 doi = {10.4018/978-1-4666-5888-2.ch581}}
2.

Color Coding for Data Visualization
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) Chapter in Encyclopedia of Information Science and Technology, pp. 85-95, IGI Global, 2014.

@inbook{bianco2013color-coding,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 editor = {Khosrow-Pour, Mehdi},
 year = {2014},
 pages = {85-95},
 title = {Color Coding for Data Visualization},
 publisher = {IGI Global},
 booktitle = {Encyclopedia of Information Science and Technology},
 doi = {10.4018/978-1-4666-5888-2.ch161}}
1.

Applications of Spectral Imaging and Reproduction to Cultural Heritage
(Simone Bianco, Alessandro Colombo, Francesca Gasparini, Raimondo Schettini, Silvia Zuffi) Chapter in Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks, pp. 183-213, CRC Press, 2011.

@inbook{bianco2011applications-spectral,
 author = {Bianco, Simone and Colombo, Alessandro and Gasparini, Francesca and Schettini, Raimondo and Zuffi, Silvia},
 year = {2011},
 pages = {183-213},
 title = {Applications of Spectral Imaging and Reproduction to Cultural Heritage},
 publisher = {CRC Press},
 booktitle = {Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks}}

Conference Papers

88.

Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study
(Leonardo Alchieri, Luigi Celona, Simone Bianco) In Image Analysis and Processing - ICIAP 2023 Workshops, pp. 255-269, Springer Nature Switzerland, 2024.

@inproceedings{alchieri2023video,
 author = {Alchieri, Leonardo and Celona, Luigi and Bianco, Simone},
 year = {2024},
 pages = {255-269},
 title = {Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study},
 publisher = {Springer Nature Switzerland},
 isbn = {978-3-031-51023-6},
 booktitle = {Image Analysis and Processing - ICIAP 2023 Workshops},
 doi = {10.1007/978-3-031-51023-6_22},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}
87.

Automatic Driver Behavior Monitoring System on a Commercial Off-the-Shelf Device
(Simone Bianco, Luigi Celona, Paolo Napoletano) In TinyML EMEA Innovation Forum 2024, 2024.

@inproceedings{bianco2024auto,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2024},
 title = {Automatic Driver Behavior Monitoring System on a Commercial Off-the-Shelf Device},
 booktitle = {TinyML EMEA Innovation Forum 2024},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}
86.

Aim 2022 challenge on super-resolution of compressed image and video: Dataset, methods and results
(Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, [...], Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, [...]) In Computer Vision--ECCV 2022 Workshops: Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part III, pp. 174-202, 2023.

@inproceedings{yang2023aim,
 author = {Yang, Ren and Timofte, Radu and Li, Xin and Zhang, Qi and Zhang, Lin and Liu, Fanglong and [...], and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2023},
 pages = {174-202},
 title = {Aim 2022 challenge on super-resolution of compressed image and video: Dataset, methods and results},
 organization = {Springer},
 booktitle = {Computer Vision--ECCV 2022 Workshops: Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part III},
 pdf = {https://arxiv.org/pdf/2208.11184.pdf},
 doi = {10.1007/978-3-031-25066-8_8}}
85.

Shallow Camera Pipeline for Night Photography Enhancement
(Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part I, Berlin, Heidelberg, pp. 51–61, Springer-Verlag, 2023.

@inproceedings{zini2023shallow,
 author = {Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2023},
 pages = {51–61},
 title = {Shallow Camera Pipeline for Night Photography Enhancement},
 publisher = {Springer-Verlag},
 address = {Berlin, Heidelberg},
 isbn = {978-3-031-43147-0},
 booktitle = {Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part I},
 url = {https://dl.acm.org/doi/abs/10.1007/978-3-031-43148-7_5},
 pdf = {/download/ICIAP_2023___Shallow_camera_pipeline_for_night_photography_enhancement.pdf},
 doi = {10.1007/978-3-031-43148-7_5}}
84.

Back to the future: a night photography rendering ISP without deep learning
(Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 1465-1473, 2023.

@inproceedings{zini2023back,
 author = {Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2023},
 pages = {1465-1473},
 title = {Back to the future: a night photography rendering ISP without deep learning},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
 url = {https://ieeexplore.ieee.org/document/10208764},
 pdf = {/download/Zini_Back_to_the_Future_A_Night_Photography_Rendering_ISP_Without_CVPRW_2023_paper.pdf},
 doi = {10.1109/CVPRW59228.2023.00151}}
83.

Food Recognition with Visual Transformers
(Simone Bianco, Marco Buzzelli, Gaetano Chiriaco, Paolo Napoletano, Flavio Piccoli) In 2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 82-87, 2023.

@inproceedings{bianco2023food,
 author = {Bianco, Simone and Buzzelli, Marco and Chiriaco, Gaetano and Napoletano, Paolo and Piccoli, Flavio},
 year = {2023},
 pages = {82-87},
 title = {Food Recognition with Visual Transformers},
 booktitle = {2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 url = {https://ieeexplore.ieee.org/document/10375660},
 pdf = {/download/IEEE_Icce_Food_2k.pdf},
 doi = {10.1109/ICCE-Berlin58801.2023.10375660},
 projectref = {http://www.ivl.disco.unimib.it/activities/onfoods/}}
82.

NTIRE 2023 Challenge on Night Photography Rendering
(Alina Shutova, Egor Ershov, Georgy Perevozchikov, Ivan Ermakov, Nikola Banić, [...], Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, [...]) In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1982-1993, 2023.

@inproceedings{shutova2023ntire,
 author = {Shutova, Alina and Ershov, Egor and Perevozchikov, Georgy and Ermakov, Ivan and Banić, Nikola and [...], and Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2023},
 pages = {1982-1993},
 title = {NTIRE 2023 Challenge on Night Photography Rendering},
 booktitle = {2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 url = {https://openaccess.thecvf.com/content/CVPR2023W/NTIRE/html/Shutova_NTIRE_2023_Challenge_on_Night_Photography_Rendering_CVPRW_2023_paper.html},
 pdf = {/download/Shutova_NTIRE_2023_Challenge_on_Night_Photography_Rendering_CVPRW_2023_paper.pdf},
 doi = {10.1109/CVPRW59228.2023.00192}}
81.

A general-purpose pipeline for realistic synthetic multispectral image dataset generation
(Marco Buzzelli, Mikhail K. Tchobanou, Raimondo Schettini, Simone Bianco) In Color and Imaging Conference, volume 31, number 1, 2023.

@inproceedings{buzzelli2023general,
 author = {Buzzelli, Marco and K. Tchobanou, Mikhail and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 title = {A general-purpose pipeline for realistic synthetic multispectral image dataset generation},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference}}
80.

RGB Illuminant Compensation using Spectral Super-resolution and Weighted Spectral Color Correction
(Marco Buzzelli, Mikhail K. Tchobanou, Raimondo Schettini, Simone Bianco) In Color and Imaging Conference, volume 31, number 1, 2023.

@inproceedings{buzzelli2023rgbcic,
 author = {Buzzelli, Marco and K. Tchobanou, Mikhail and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 title = {RGB Illuminant Compensation using Spectral Super-resolution and Weighted Spectral Color Correction},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference}}
79.

Learning Color Constancy: 30 Years Later
(Marco Buzzelli, Raimondo Schettini, Simone Bianco) In Color and Imaging Conference, volume 31, number 1, 2023.

@inproceedings{buzzelli2023learning,
 author = {Buzzelli, Marco and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 title = {Learning Color Constancy: 30 Years Later},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference}}
78.

Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In International Conference on Image Analysis and Processing, pp. 87-98, 2023.

@inproceedings{marelli2023evaluation,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2023},
 pages = {87-98},
 title = {Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions},
 organization = {Springer},
 booktitle = {International Conference on Image Analysis and Processing}}
77.

A Platform for Multi-Modal Driver Behaviour Data Collection
(Simone Bianco, Luigi Celona, Giovanni Donato Gallo, Paolo Napoletano) In 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 112-116, 2023.

@inproceedings{10375673,
 author = {Bianco, Simone and Celona, Luigi and Gallo, Giovanni Donato and Napoletano, Paolo},
 year = {2023},
 pages = {112-116},
 title = {A Platform for Multi-Modal Driver Behaviour Data Collection},
 organization = {IEEE},
 booktitle = {13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin58801.2023.10375673},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}
76.

Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images
(Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini) In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1131-1138, 2022.

@inproceedings{agarla2022fast,
 author = {Agarla, Mirko and Bianco, Simone and Buzzelli, Marco and Celona, Luigi and Schettini, Raimondo},
 year = {2022},
 pages = {1131-1138},
 title = {Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 url = {https://ieeexplore.ieee.org/document/9857194},
 pdf = {/download/Agarla-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00122}}
75.

NTIRE 2022 Spectral Recovery Challenge and Data Set
(Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, [...], Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, [...]) In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 862-880, 2022.

@inproceedings{arad2022ntire,
 author = {Arad, Boaz and Timofte, Radu and Yahel, Rony and Morag, Nimrod and Bernat, Amir and [...], and Agarla, Mirko and Bianco, Simone and Buzzelli, Marco and Celona, Luigi and Schettini, Raimondo and [...],},
 year = {2022},
 pages = {862-880},
 title = {NTIRE 2022 Spectral Recovery Challenge and Data Set},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 pdf = {/download/Arad-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00102}}
74.

NTIRE 2022 Challenge on Night Photography Rendering
(Egor Ershov, Alex Savchik, Denis Shepelev, Nikola Banić, Michael Brown, [...], Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, [...]) In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1286-1299, 2022.

@inproceedings{ershov2022ntire,
 author = {Ershov, Egor and Savchik, Alex and Shepelev, Denis and Banić, Nikola and Brown, Michael S and [...], and Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2022},
 pages = {1286-1299},
 title = {NTIRE 2022 Challenge on Night Photography Rendering},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 pdf = {/download/Ershov-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00135}}
73.

Truncated Edge-Based Color Constancy
(Simone Bianco, Marco Buzzelli) In 2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-5, 2022.

@inproceedings{bianco2022truncated,
 author = {Bianco, Simone and Buzzelli, Marco},
 year = {2022},
 pages = {1-5},
 title = {Truncated Edge-Based Color Constancy},
 organization = {IEEE},
 booktitle = {2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/bianco2022truncated.pdf},
 doi = {10.1109/ICCE-Berlin56473.2022.9937133},
 projectref = {https://github.com/simone-255-255-255/Truncated_EdgeBased_CC}}
72.

Incremental Two-Stage Logo Recognition with Knowledge Distillation
(Simone Bianco, Marco Buzzelli, Gianluca Giudice) In 2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-6, 2022.

@inproceedings{bianco2022incremental,
 author = {Bianco, Simone and Buzzelli, Marco and Giudice, Gianluca},
 year = {2022},
 pages = {1-6},
 title = {Incremental Two-Stage Logo Recognition with Knowledge Distillation},
 organization = {IEEE},
 booktitle = {2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/bianco2022incremental.pdf},
 doi = {10.1109/ICCE-Berlin56473.2022.9937102}}
71.

A Framework for Contrast Enhancement Algorithms Optimization
(Simone Zini, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In 2022 IEEE International Conference on Image Processing (ICIP), pp. 1431-1435, 2022.

@inproceedings{zini2022framework,
 author = {Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2022},
 pages = {1431-1435},
 title = {A Framework for Contrast Enhancement Algorithms Optimization},
 booktitle = {2022 IEEE International Conference on Image Processing (ICIP)},
 pdf = {/download/zini2022framework.pdf},
 doi = {10.1109/ICIP46576.2022.9897184},
 projectref = {https://github.com/TheZino/contrast-algo-opt-framework}}
70.

Image Captioning using Pretrained Language Models and Image Segmentation
(Simone Bianco, Gabriele Ferrario, Paolo Napoletano) In 2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin), pp. 1-6, 2022.

@inproceedings{bianco2022image,
 author = {Bianco, Simone and Ferrario, Gabriele and Napoletano, Paolo},
 year = {2022},
 pages = {1-6},
 title = {Image Captioning using Pretrained Language Models and Image Segmentation},
 organization = {IEEE},
 booktitle = {2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin)}}
69.

A comparison of temporal aggregators for speaker verification
(Flavio Piccoli, Lorenzo Olearo, Simone Bianco) In 2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-6, 2022.

@inproceedings{piccoli2022comparison,
 author = {Piccoli, Flavio and Olearo, Lorenzo and Bianco, Simone},
 year = {2022},
 pages = {1-6},
 title = {A comparison of temporal aggregators for speaker verification},
 organization = {IEEE},
 booktitle = {2022 IEEE 12th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin56473.2022.9937132}}
68.

ArabCeleb: Speaker Recognition in Arabic
(Simone Bianco, Luigi Celona, Intissar Khalifa, Paolo Napoletano, Alexey Petrovsky, Flavio Piccoli, Raimondo Schettini, Ivan Shanin) In AIxIA 2021 -- Advances in Artificial Intelligence, Cham, pp. 338-347, Springer International Publishing, 2022.

@inproceedings{bianco2022arabceleb,
 author = {Bianco, Simone and Celona, Luigi and Khalifa, Intissar and Napoletano, Paolo and Petrovsky, Alexey and Piccoli, Flavio and Schettini, Raimondo and Shanin, Ivan},
 year = {2022},
 pages = {338-347},
 title = {ArabCeleb: Speaker Recognition in Arabic},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-031-08421-8},
 booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
 doi = {10.1007/978-3-031-08421-8_23},
 projectref = {http://www.ivl.disco.unimib.it/activities/arabceleb/}}
67.

Consensus-driven illuminant estimation with GANs
(Marco Buzzelli, Riccardo Riva, Simone Bianco, Raimondo Schettini) In Thirteenth International Conference on Machine Vision, volume 11605, pp. 578-584, SPIE, 2021.

@inproceedings{buzzelli2021consensus,
 author = {Buzzelli, Marco and Riva, Riccardo and Bianco, Simone and Schettini, Raimondo},
 editor = {Osten, Wolfgang and Nikolaev, Dmitry P and Zhou, Jianhong},
 year = {2021},
 pages = {578-584},
 title = {Consensus-driven illuminant estimation with GANs},
 volume = {11605},
 publisher = {SPIE},
 organization = {International Society for Optics and Photonics},
 booktitle = {Thirteenth International Conference on Machine Vision},
 url = {https://doi.org/10.1117/12.2587589},
 pdf = {/download/2020b_Consensus-driven_Illuminant_Estimation_with_GANs.pdf},
 doi = {10.1117/12.2587589}}
66.

Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 460-471, Springer International Publishing, 2021.

@inproceedings{marelli21-faithful,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2021},
 pages = {460-471},
 title = {Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On},
 publisher = {Springer International Publishing},
 address = {Cham},
 booktitle = {Pattern Recognition. ICPR International Workshops and Challenges}}
65.

Who Is in the Crowd? Deep Face Analysis for Crowd Understanding
(Simone Bianco, Luigi Celona, Raimondo Schettini) In International Conference on Pattern Recognition, pp. 487-494, 2021.

@inproceedings{bianco2021crowd,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2021},
 pages = {487-494},
 title = {Who Is in the Crowd? Deep Face Analysis for Crowd Understanding},
 organization = {Springer},
 booktitle = {International Conference on Pattern Recognition},
 doi = {https://doi.org/10.1007/978-3-030-68790-8_38}}
64.

Angle-Retaining Color Space for Color Data Visualization and Analysis
(Marco Buzzelli, Simone Bianco, Raimondo Schettini) In Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC, pp. 245-250, 2021.

@inproceedings{buzzelli2021angle,
 author = {Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2021},
 pages = {245-250},
 title = {Angle-Retaining Color Space for Color Data Visualization and Analysis},
 booktitle = {Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC},
 pdf = {/download/AIC2021_angle.pdf},
 projectref = {http://www.ivl.disco.unimib.it/activities/arc/}}
63.

Analysis of Biases in Automatic White Balance Datasets
(Simone Bianco, Marco Buzzelli, Gianluigi Ciocca, Raimondo Schettini, Mikhail Tchobanou, Simone Zini) In Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC, pp. 233-238, 2021.

@inproceedings{bianco2021analysisbiases,
 author = {Bianco, Simone and Buzzelli, Marco and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail and Zini, Simone},
 year = {2021},
 pages = {233-238},
 title = {Analysis of Biases in Automatic White Balance Datasets},
 booktitle = {Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC},
 pdf = {/download/AIC2021_analysis.pdf}}
62.

Image understanding for color constancy and vice versa
(Simone Bianco, Marco Buzzelli) In London Imaging Meeting. Society for Imaging Science and Technology, volume 2021, pp. 63-67, 2021.

@inproceedings{bianco2021imageunderstanding,
 author = {Bianco, Simone and Buzzelli, Marco},
 year = {2021},
 pages = {63-67},
 title = {Image understanding for color constancy and vice versa},
 volume = {2021},
 booktitle = {London Imaging Meeting. Society for Imaging Science and Technology},
 pdf = {/download/LIM2021_focal.pdf},
 doi = {10.2352/issn.2694-118X.2021.LIM-63}}
61.

An analysis of spectral similarity measures
(Mirko Agarla, Simone Bianco, Luigi Celona, Raimondo Schettini, Mikhail Tchobanou) In Color and Imaging Conference, volume 2021, number 6, pp. 300-305, 2021.

@inproceedings{agarla2021spectralmeasures,
 author = {Agarla, Mirko and Bianco, Simone and Celona, Luigi and Schettini, Raimondo and Tchobanou, Mikhail},
 year = {2021},
 pages = {300-305},
 title = {An analysis of spectral similarity measures},
 volume = {2021},
 number = {6},
 organization = {Society for Imaging Science and Technology},
 booktitle = {Color and Imaging Conference},
 doi = {https://doi.org/10.2352/issn.2169-2629.2021.29.300}}
60.

AESA Adaptive Beamforming Using Deep Learning
(Simone Bianco, Maurizio Feo, Paolo Napoletano, Giovanni Petraglia, Alberto Raimondi, Pietro Vinetti) In 2020 IEEE Radar Conference, pp. in press, 2020.

@inproceedings{bianco2019-aesa,
 author = {Bianco, Simone and Feo, Maurizio and Napoletano, Paolo and Petraglia, Giovanni and Raimondi, Alberto and Vinetti, Pietro},
 year = {2020},
 pages = {in press},
 title = {AESA Adaptive Beamforming Using Deep Learning},
 organization = {IEEE},
 booktitle = {2020 IEEE Radar Conference}}
59.

Single Image Dehazing by Predicting Atmospheric Scattering Parameters
(Simone Bianco, Luigi Celona, Flavio Piccoli) In London Imaging Meeting, volume 2020, number 1, pp. 74-77, 2020.

@inproceedings{bianco2020single,
 author = {Bianco, Simone and Celona, Luigi and Piccoli, Flavio},
 year = {2020},
 pages = {74-77},
 title = {Single Image Dehazing by Predicting Atmospheric Scattering Parameters},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting},
 doi = {https://doi.org/10.2352/issn.2694-118X.2020.LIM-11},
 projectref = {http://www.ivl.disco.unimib.it/activities/single-image-dehazing/}}
58.

CNN-based Rain Reduction in Street View Images
(Simone Zini, Simone Bianco, Raimondo Schettini) In London Imaging Meeting, volume 2020, number 1, pp. 78-81, 2020.

@inproceedings{zini2020cnn,
 author = {Zini, Simone and Bianco, Simone and Schettini, Raimondo},
 year = {2020},
 pages = {78-81},
 title = {CNN-based Rain Reduction in Street View Images},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting}}
57.

NTIRE 2019 Image Dehazing Challenge Report
(Codruta Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, [...], Simone Bianco, Luigi Celona, Flavio Piccoli, Raimondo Schettini) In Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019.

@inproceedings{Ancuti_2019_CVPR_Workshops,
 author = {Ancuti, Codruta O and Ancuti, Cosmin and Timofte, Radu and Van Gool, Luc and Zhang, Lei and Yang, Ming-Hsuan and [...], and Bianco, Simone and Celona, Luigi and Piccoli, Flavio and Schettini, Raimondo},
 year = {2019},
 month = {6},
 year = {2019},
 title = {NTIRE 2019 Image Dehazing Challenge Report},
 organization = {IEEE/CVF},
 booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}}
56.

Learning Parametric Functions for Color Image Enhancement
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In Computational Color Imaging, volume 11418 of Lecture Notes in Computer Science, pp. 209-220, Springer International Publishing, 2019.

@inproceedings{bianco2019learning,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 editor = {Tominaga, Shoji and Schettini, Raimondo and Tr{\\\\\\\\\\\\\\\'e}meau, Alain and Horiuchi, Takahiko},
 year = {2019},
 pages = {209-220},
 title = {Learning Parametric Functions for Color Image Enhancement},
 volume = {11418},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {Computational Color Imaging},
 doi = {10.1007/978-3-030-13940-7_16}}
55.

Getting the Most of Few Data for Neonatal Pain Assessment
(Luigi Celona, Sheryl Brahnam, Simone Bianco) In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, New York, NY, USA, pp. 298-301, ACM, 2019.

@inproceedings{bianco2018aestface,
 author = {Celona, Luigi and Brahnam, Sheryl and Bianco, Simone},
 year = {2019},
 pages = {298-301},
 title = {Getting the Most of Few Data for Neonatal Pain Assessment},
 publisher = {ACM},
 series = {PervasiveHealth\'19},
 address = {New York, NY, USA},
 isbn = {978-1-4503-6126-2},
 booktitle = {Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare},
 keywords = {convolutional, neural, networks, generative, adversarial, networks, neonatal, pain, assessment},
 url = {http://doi.acm.org/10.1145/3329189.3329219},
 doi = {10.1145/3329189.3329219}}
54.

Multimodal Car Driver Stress Recognition
(Simone Bianco, Paolo Napoletano, Raimondo Schettini) In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, pp. 302-307, 2019.

@inproceedings{bianco2019-multimodal,
 author = {Bianco, Simone and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {302-307},
 title = {Multimodal Car Driver Stress Recognition},
 organization = {ACM},
 booktitle = {Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare}}
53.

Combining Saliency Estimation methods
(Marco Buzzelli, Simone Bianco, Gianluigi Ciocca) In Image Analysis and Processing - ICIAP 2019, volume 11752 of Lecture Notes in Computer Science, pp. 326-336, Springer, 2019.

@inproceedings{buzzelli2019combining-saliency,
 author = {Buzzelli, Marco and Bianco, Simone and Ciocca, Gianluigi},
 year = {2019},
 pages = {326-336},
 title = {Combining Saliency Estimation methods},
 volume = {11752},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 pdf = {/download/2019a_Combining_Saliency_Estimation_Methods.pdf},
 doi = {10.1007/978-3-030-30645-8_30}}
52.

A Web Application for Glasses Virtual Try-on in 3D Space
(Davide Marelli, Simone Bianco, Gianluigi Ciocca) In IEEE 23rd International Symposium on Consumer Technologies (ISCT), pp. 299-303, 2019.

@inproceedings{marelli2019tryon,
 author = {Marelli, Davide and Bianco, Simone and Ciocca, Gianluigi},
 year = {2019},
 pages = {299-303},
 title = {A Web Application for Glasses Virtual Try-on in 3D Space},
 booktitle = {IEEE 23rd International Symposium on Consumer Technologies (ISCT)},
 doi = {10.1109/ISCE.2019.8900979}}
51.

Image Memorability using Diverse Visual Features and Soft Attention
(Marco Leonardi, Luigi Celona, Paolo Napoletano, Simone Bianco, Raimondo Schettini, Franco Manessi, Alessandro Rozza) In Image Analysis and Processing - ICIAP 2019, pp. 171-180, Springer, 2019.

@inproceedings{leonardi2019imem,
 author = {Leonardi, Marco and Celona, Luigi and Napoletano, Paolo and Bianco, Simone and Schettini, Raimondo and Manessi, Franco and Rozza, Alessandro},
 year = {2019},
 pages = {171-180},
 title = {Image Memorability using Diverse Visual Features and Soft Attention},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_16}}
50.

Quasi-Unsupervised Color Constancy
(Simone Bianco, Claudio Cusano) In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 12212-12221, 2019.

@inproceedings{bianco2019quasi,
 author = {Bianco, Simone and Cusano, Claudio},
 year = {2019},
 pages = {12212-12221},
 title = {Quasi-Unsupervised Color Constancy},
 booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
 pdf = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Bianco_Quasi-Unsupervised_Color_Constancy_CVPR_2019_paper.pdf}}
49.

Content-Preserving Tone Adjustment for Image Enhancement
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. -, 2019.

@inproceedings{bianco2019content,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 year = {2019},
 pages = {-},
 title = {Content-Preserving Tone Adjustment for Image Enhancement},
 organization = {IEEE},
 booktitle = {Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}}
48.

High-Resolution Single Image Dehazing using Encoder-Decoder Architecture
(Simone Bianco, Luigi Celona, Flavio Piccoli, Raimondo Schettini) In Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019.

@inproceedings{bianco2019high,
 author = {Bianco, Simone and Celona, Luigi and Piccoli, Flavio and Schettini, Raimondo},
 year = {2019},
 title = {High-Resolution Single Image Dehazing using Encoder-Decoder Architecture},
 organization = {IEEE},
 booktitle = {Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 doi = {10.1109/CVPRW.2019.00244},
 projectref = {http://www.ivl.disco.unimib.it/activities/single-image-dehazing/}}
47.

Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild
(Simone Bianco, Elia Cereda, Paolo Napoletano) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-5, 2018.

@inproceedings{bianco2018discriminative,
 author = {Bianco, Simone and Cereda, Elia and Napoletano, Paolo},
 year = {2018},
 pages = {1-5},
 title = {Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576237},
 issn = {2166-6822}}
46.

Automated Pruning for Deep Neural Network Compression
(Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini) In 2018 24th International Conference on Pattern Recognition (ICPR), pp. 657-664, 2018.

@inproceedings{manessi2018automated,
 author = {Manessi, Franco and Rozza, Alessandro and Bianco, Simone and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {657-664},
 title = {Automated Pruning for Deep Neural Network Compression},
 booktitle = {2018 24th International Conference on Pattern Recognition (ICPR)},
 doi = {10.1109/ICPR.2018.8546129},
 issn = {1051-4651}}
45.

DIY absolute tele-colorimeter using a camera-projector system
(Giuseppe Claudio Guarnera, Simone Bianco, Raimondo Schettini) In ACM SIGGRAPH 2018 Talks, pp. 23, 2018.

@inproceedings{guarnera2018diy,
 author = {Guarnera, Giuseppe Claudio and Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 pages = {23},
 title = {DIY absolute tele-colorimeter using a camera-projector system},
 organization = {ACM},
 booktitle = {ACM SIGGRAPH 2018 Talks}}
44.

A Multi-Task CNN Framework for Driver Face Monitoring
(Luigi Celona, Lorenzo Mammana, Simone Bianco, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-4, 2018.

@inproceedings{celona2018mtlddm,
 author = {Celona, Luigi and Mammana, Lorenzo and Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {A Multi-Task CNN Framework for Driver Face Monitoring},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576244},
 issn = {2166-6822}}
43.

Visual-based sentiment logging in magic smart mirrors
(Simone Bianco, Luigi Celona, Paolo Napoletano) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-4, 2018.

@inproceedings{bianco2018visualbased,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {1-4},
 title = {Visual-based sentiment logging in magic smart mirrors},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576217},
 issn = {2166-6822}}
42.

A Blender plug-in for comparing Structure from Motion pipelines
(Davide Marelli, Simone Bianco, Luigi Celona, Gianluigi Ciocca) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-5, 2018.

@inproceedings{bianco2018blender-plugin,
 author = {Marelli, Davide and Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi},
 year = {2018},
 pages = {1-5},
 title = {A Blender plug-in for comparing Structure from Motion pipelines},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576196},
 issn = {2166-6822}}
41.

Rehabilitating the ColorChecker Dataset for Illuminant Estimation
(Ghalia Hemrit, Graham Finlayson, Arjan Gijsenij, Peter Gehler, Simone Bianco, Brian Funt, Mark Drew, Lilong Shi) In Color and Imaging Conference, volume 2018, number 1, pp. 350-353, 2018.

@inproceedings{hemrit2018rehabilitating,
 author = {Hemrit, Ghalia and Finlayson, Graham D and Gijsenij, Arjan and Gehler, Peter and Bianco, Simone and Funt, Brian and Drew, Mark and Shi, Lilong},
 year = {2018},
 pages = {350-353},
 title = {Rehabilitating the ColorChecker Dataset for Illuminant Estimation},
 volume = {2018},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {Color and Imaging Conference}}
40.

Aesthetics Assessment of Images Containing Faces
(Simone Bianco, Luigi Celona, Raimondo Schettini) In 25th IEEE International Conference on Image Processing (ICIP), pp. 2820-2824, IEEE, 2018.

@inproceedings{bianco2018faceaest,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2018},
 month = {10},
 year = {2018},
 pages = {2820-2824},
 title = {Aesthetics Assessment of Images Containing Faces},
 publisher = {IEEE},
 booktitle = {25th IEEE International Conference on Image Processing (ICIP)},
 doi = {10.1109/ICIP.2018.8451368},
 issn = {2381-8549}}
39.

Artistic Photo Filtering Recognition Using CNNs
(Simone Bianco, Claudio Cusano, Raimondo Schettini) In International Workshop on Computational Color Imaging, volume 10213 of Lecture Notes in Computer Science, pp. 249-258, 2017.

@inproceedings{bianco2017artistic,
 author = {Bianco, Simone and Cusano, Claudio and Schettini, Raimondo},
 year = {2017},
 pages = {249-258},
 title = {Artistic Photo Filtering Recognition Using CNNs},
 volume = {10213},
 series = {Lecture Notes in Computer Science},
 organization = {Springer},
 booktitle = {International Workshop on Computational Color Imaging},
 doi = {10.1007/978-3-319-56010-6_21}}
38.

How Far Can You Get by Combining Change Detection Algorithms?
(Simone Bianco, Gianluigi Ciocca, Raimondo Schettini) In Image Analysis and Processing - ICIAP 2017, volume 10484 of Lecture Notes in Computer Science, pp. 96-107, Springer, 2017.

@inproceedings{bianco2017how-far,
 author = {Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2017},
 pages = {96-107},
 title = {How Far Can You Get by Combining Change Detection Algorithms?},
 volume = {10484},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 booktitle = {Image Analysis and Processing - ICIAP 2017},
 doi = {10.1007/978-3-319-68560-1_9}}
37.

Deep Multibranch Neural Network for Painting Categorization
(Simone Bianco, Davide Mazzini, Raimondo Schettini) In Image Analysis and Processing - ICIAP 2017, volume 10484 of Lecture Notes in Computer Science, pp. 414-423, Springer, 2017.

@inproceedings{bianco2017deepMultibranch,
 author = {Bianco, Simone and Mazzini, Davide and Schettini, Raimondo},
 year = {2017},
 pages = {414-423},
 title = {Deep Multibranch Neural Network for Painting Categorization},
 volume = {10484},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 booktitle = {Image Analysis and Processing - ICIAP 2017},
 doi = {10.1007/978-3-319-68560-1_37}}
36.

A Fully Convolutional Network for Salient Object Detection
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In International Conference on Image Analysis and Processing, pp. 82-92, 2017.

@inproceedings{bianco2017fully,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2017},
 pages = {82-92},
 title = {A Fully Convolutional Network for Salient Object Detection},
 organization = {Springer},
 booktitle = {International Conference on Image Analysis and Processing},
 pdf = {/download/2017b_CAMERA_A_Fully_Convolutional_Network_for_Salient_Object_Detection.pdf},
 doi = {10.1007/978-3-319-68548-9_8}}
35.

Predicting Image Aesthetics with Deep Learning
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016), volume 10016, pp. 117-125, Springer International Publishing, 2016.

@inproceedings{Bianco2016predicting-image,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {117-125},
 title = {Predicting Image Aesthetics with Deep Learning},
 volume = {10016},
 publisher = {Springer International Publishing},
 isbn = {978-3-319-48680-2},
 booktitle = {Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016)},
 pdf = {/download/Bianco2016predicting-image.pdf},
 doi = {10.1007/978-3-319-48680-2_11}}
34.

RGB-D-λ: 3D multispectral acquisition with stereo RGB cameras
(Simone Bianco, Raimondo Schettini, Alain Tremeau) In 11th joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, volume 4: VISAPP, pp. 689-696, 2016.

@inproceedings{bianco2016rgb-d,
 author = {Bianco, Simone and Schettini, Raimondo and Tremeau, Alain},
 year = {2016},
 pages = {689-696},
 title = {RGB-D-λ: 3D multispectral acquisition with stereo RGB cameras},
 volume = {4: VISAPP},
 booktitle = {11th joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications},
 pdf = {/download/bianco2016rgb-d.pdf}}
33.

Can Linear Data Projection Improve Hyperspectral Face Recognition?
(Simone Bianco) In Computational Color Imaging (CCIW'15), Fifth International Workshop, volume 9016 of Lecture Notes in Computer Science, pp. 161-170, Springer Berlin / Heidelberg, 2015.

@inproceedings{bianco2015can-linear,
 author = {Bianco, Simone},
 year = {2015},
 pages = {161-170},
 title = {Can Linear Data Projection Improve Hyperspectral Face Recognition?},
 volume = {9016},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {Computational Color Imaging (CCIW'15), Fifth International Workshop}}
31.

Color Constancy Using CNNs
(Simone Bianco, Claudio Cusano, Raimondo Schettini) In IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Deep Vision: Deep Learning in Computer Vision, pp. 81-89, 2015.

@inproceedings{bianco2015color-constancy,
 author = {Bianco, Simone and Cusano, Claudio and Schettini, Raimondo},
 year = {2015},
 pages = {81-89},
 title = {Color Constancy Using CNNs},
 booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Deep Vision: Deep Learning in Computer Vision},
 pdf = {http://arxiv.org/pdf/1504.04548v1.pdf}}
30.

Scoring Recognizability of Faces for Security Applications
(Simone Bianco, Gianluigi Ciocca, Giuseppe Claudio Guarnera, Andrea Scaggiante, Raimondo Schettini) In Image Processing: Machine Vision Applications VII, volume 9024, pp. 90240L, SPIE, 2014.

@inproceedings{bianco2014scoring-recognizability,
 author = {Bianco, Simone and Ciocca, Gianluigi and Guarnera, Giuseppe Claudio and Scaggiante, Andrea and Schettini, Raimondo},
 year = {2014},
 pages = {90240L},
 title = {Scoring Recognizability of Faces for Security Applications},
 volume = {9024},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VII},
 doi = {10.1117/12.2041250}}
29.

Absolute Colorimetric Characterization of a DSLR Camera
(Giuseppe Claudio Guarnera, Simone Bianco, Raimondo Schettini) In Digital Photography X, volume 9023, pp. 90230U, SPIE, 2014.

@inproceedings{bianco2014absolute-colorimetric,
 author = {Guarnera, Giuseppe Claudio and Bianco, Simone and Schettini, Raimondo},
 year = {2014},
 pages = {90230U},
 title = {Absolute Colorimetric Characterization of a DSLR Camera},
 volume = {9023},
 publisher = {SPIE},
 booktitle = {Digital Photography X},
 doi = {10.1117/12.2042172}}
28.

On the Use of MKL for Cooking Action Recognition
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano) In Image Processing: Machine Vision Applications VII, volume 9024, pp. 90240G, SPIE, 2014.

@inproceedings{bianco2014on-the,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo},
 year = {2014},
 pages = {90240G},
 title = {On the Use of MKL for Cooking Action Recognition},
 volume = {9024},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VII},
 doi = {10.1117/12.2041939}}
27.

High contrast color sets under multiple illuminants
(Simone Bianco, Andrea Citrolo) In Computational Color Imaging, Fourth International Workshop, volume 7786 of Lecture Notes in Computer Science, pp. 133-142, Springer Berlin / Heidelberg, 2013.

@inproceedings{bianco2013high-contrast,
 author = {Bianco, Simone and Citrolo, Andrea},
 year = {2013},
 pages = {133-142},
 title = {High contrast color sets under multiple illuminants},
 volume = {7786},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-642-36699-4},
 booktitle = {Computational Color Imaging, Fourth International Workshop},
 doi = {10.1007/978-3-642-36700-7_11}}
26.

Computational strategies for skin detection
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In Computational Color Imaging, Fourth International Workshop, volume 7786 of Lecture Notes in Computer Science, pp. 199-211, Springer Berlin / Heidelberg, 2013.

@inproceedings{bianco2013computational-strategies,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2013},
 pages = {199-211},
 title = {Computational strategies for skin detection},
 volume = {7786},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-642-36699-4},
 booktitle = {Computational Color Imaging, Fourth International Workshop},
 doi = {10.1007/978-3-642-36700-7_16}}
25.

A semi-automatic annotation tool for cooking video
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giorgio Gianforme, Giuseppe Pantaleo) In Image Processing: Machine Vision Applications VI, volume 8661, pp. 866112, SPIE, 2013.

@inproceedings{bianco2013semiautomatic-annotation,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo and Margherita, Roberto and Marini, Gianluca and Gianforme, Giorgio and Pantaleo, Giuseppe},
 year = {2013},
 pages = {866112},
 title = {A semi-automatic annotation tool for cooking video},
 volume = {8661},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VI},
 doi = {10.1117/12.2003878},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
24.

Cooking action recognition with iVAT: an interactive video annotation tool
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giuseppe Pantaleo) In 17th International Conference on Image Analysis and Processing (ICIAP 2013), volume 8157 of Lecture Notes in Computer Science, pp. 631-641, Springer Berlin / Heidelberg, 2013.

@inproceedings{bianco2013cooking-action,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo and Margherita, Roberto and Marini, Gianluca and Pantaleo, Giuseppe},
 year = {2013},
 pages = {631-641},
 title = {Cooking action recognition with iVAT: an interactive video annotation tool},
 volume = {8157},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {17th International Conference on Image Analysis and Processing (ICIAP 2013)},
 doi = {10.1007/978-3-642-41184-7_64},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
23.

On the robustness of color texture descriptors across illuminants
(Simone Bianco, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In 17th International Conference on Image Analysis and Processing (ICIAP 2013), volume 8157 of Lecture Notes in Computer Science, pp. 652-662, Springer Berlin / Heidelberg, 2013.

@inproceedings{bianco2013robustness-color,
 author = {Bianco, Simone and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2013},
 pages = {652-662},
 title = {On the robustness of color texture descriptors across illuminants},
 volume = {8157},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {17th International Conference on Image Analysis and Processing (ICIAP 2013)}}
22.

Quantitative Review of Local Descriptors for Visual Search
(Simone Bianco, Davide Mazzini, Danilo Pietro Pau, Raimondo Schettini) In IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 98-102, 2013.

@inproceedings{bianco2013quantitative-review,
 author = {Bianco, Simone and Mazzini, Davide and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2013},
 pages = {98-102},
 title = {Quantitative Review of Local Descriptors for Visual Search},
 booktitle = {IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2013.6697972},
 projectref = {http://www.ivl.disco.unimib.it/research/supermarketMilan/index.html}}
21.

Low-cost, high-quality spectral imaging for cultural heritage
(Simone Bianco, Francesca Gasparini, Giuseppe Claudio Guarnera, Raimondo Schettini) In Proceedings of the International Conference on Sustainable Cultural Heritage Management, pp. 117-128, 2013.

@inproceedings{bianco2013low-cost,
 author = {Bianco, Simone and Gasparini, Francesca and Guarnera, Giuseppe Claudio and Schettini, Raimondo},
 year = {2013},
 pages = {117-128},
 title = {Low-cost, high-quality spectral imaging for cultural heritage},
 isbn = {978-88-548-6430-6},
 booktitle = {Proceedings of the International Conference on Sustainable Cultural Heritage Management}}
20.

Object detection using feature-based template matching
(Simone Bianco, Marco Buzzelli, Raimondo Schettini) In Image Processing: Machine Vision Applications VI, volume 8661, pp. 86610C, 2013.

@inproceedings{bianco2013object,
 author = {Bianco, Simone and Buzzelli, Marco and Schettini, Raimondo},
 year = {2013},
 pages = {86610C},
 title = {Object detection using feature-based template matching},
 volume = {8661},
 organization = {International Society for Optics and Photonics},
 booktitle = {Image Processing: Machine Vision Applications VI},
 pdf = {/download/2013a_CAMERA_Object_Detection_Using_Feature-based_Template_Matching.pdf},
 doi = {10.1117/12.2006224}}
19.

Karate moves recognition from skeletal motion
(Simone Bianco, Francesco Tisato) In Three-Dimensional Image Processing (3DIP) and Applications 2013, volume 8650, pp. 86500K, SPIE, 2013.

@inproceedings{bianco2013karate-moves,
 author = {Bianco, Simone and Tisato, Francesco},
 year = {2013},
 pages = {86500K},
 title = {Karate moves recognition from skeletal motion},
 volume = {8650},
 publisher = {SPIE},
 booktitle = {Three-Dimensional Image Processing (3DIP) and Applications 2013},
 pdf = {/download/bianco2013karate-moves.pdf},
 doi = {10.1117/12.2006229}}
18.

Audio stream classification for multimedia database search
(Maria Teresa Artese, Simone Bianco, Isabella Gagliardi, Francesca Gasparini) In Multimedia Content and Mobile Devices, volume 8667, pp. 86670G, SPIE, 2013.

@inproceedings{artese2013audio-stream,
 author = {Artese, Maria Teresa and Bianco, Simone and Gagliardi, Isabella and Gasparini, Francesca},
 year = {2013},
 pages = {86670G},
 title = {Audio stream classification for multimedia database search},
 volume = {8667},
 publisher = {SPIE},
 booktitle = {Multimedia Content and Mobile Devices},
 doi = {10.1117/12.2006478}}
17.

Face-Based Illuminant Estimation
(Simone Bianco, Raimondo Schettini) In ECCV Workshops (3), pp. 623-626, 2012.

@inproceedings{bianco2012face-based,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2012},
 pages = {623-626},
 title = {Face-Based Illuminant Estimation},
 booktitle = {ECCV Workshops (3)}}
16.

Color Constancy Using Single Colors
(Simone Bianco) In ECCV Workshops (2), pp. 390-400, 2012.

@inproceedings{bianco2012color-constancy-single,
 author = {Bianco, Simone},
 year = {2012},
 pages = {390-400},
 title = {Color Constancy Using Single Colors},
 booktitle = {ECCV Workshops (2)}}
15.

Sensor Placement Optimization in Buildings
(Simone Bianco, Francesco Tisato) In Image Processing: Machine Vision Applications V, volume 8300, pp. 830003, SPIE, 2012.

@inproceedings{bianco2012sensor-placement,
 author = {Bianco, Simone and Tisato, Francesco},
 year = {2012},
 pages = {830003},
 title = {Sensor Placement Optimization in Buildings},
 volume = {8300},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications V},
 pdf = {/download/bianco2012sensor-placement.pdf},
 doi = {10.1117/12.911021}}
14.

Color Constancy Using Faces
(Simone Bianco, Raimondo Schettini) In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 65-72, 2012.

@inproceedings{bianco2012color-constancy,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2012},
 pages = {65-72},
 title = {Color Constancy Using Faces},
 booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 pdf = {/download/bianco2012color-constancy.pdf}}
13.

Computational Color Constancy
(Simone Bianco, Raimondo Schettini) In 3rd European Workshop of Visual Information Processing (EUVIP), pp. 1-7, 2011.

@inproceedings{bianco2011computational-color,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2011},
 pages = {1-7},
 title = {Computational Color Constancy},
 booktitle = {3rd European Workshop of Visual Information Processing (EUVIP)},
 doi = {10.1109/EuVIP.2011.6045557}}
12.

Towards the Design of Low Cost Colorimetric Imaging Device
(Simone Bianco, Arcangelo Bruna, Filippo Naccari, Raimondo Schettini) In IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 229-233, 2011.

@inproceedings{bianco2011towards-design,
 author = {Bianco, Simone and Bruna, Arcangelo and Naccari, Filippo and Schettini, Raimondo},
 year = {2011},
 pages = {229-233},
 title = {Towards the Design of Low Cost Colorimetric Imaging Device},
 booktitle = {IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2011.6031857}}
11.

Color Target Localization Under Varying Illumination Conditions
(Simone Bianco, Claudio Cusano) In Computational Color Imaging, Third International Workshop, volume 6626 of Lecture Notes in Computer Science, pp. 245-255, Springer Berlin / Heidelberg, 2011.

@inproceedings{bianco2011color-target,
 author = {Bianco, Simone and Cusano, Claudio},
 year = {2011},
 pages = {245-255},
 title = {Color Target Localization Under Varying Illumination Conditions},
 volume = {6626},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-642-20403-6},
 booktitle = {Computational Color Imaging, Third International Workshop},
 doi = {10.1007/978-3-642-20404-3_19}}
10.

Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners
(Leonardo Vanneschi, Mauro Castelli, Simone Bianco, Raimondo Schettini) In Applications of Evolutionary Computation: 12th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP), volume 6024 of Lecture Notes in Computer Science, pp. 282-291, Springer Berlin / Heidelberg, 2010.

@inproceedings{vanneschi2010genetic-algorithms,
 author = {Vanneschi, Leonardo and Castelli, Mauro and Bianco, Simone and Schettini, Raimondo},
 year = {2010},
 pages = {282-291},
 title = {Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners},
 volume = {6024},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {Applications of Evolutionary Computation: 12th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP)},
 doi = {10.1007/978-3-642-12239-2_29}}
9.

Color Constancy Algorithm Selection Using CART
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano) In Computational Color Imaging, volume 5646 of Lecture Notes in Computer Science, pp. 31-40, Springer Berlin / Heidelberg, 2009.

@inproceedings{bianco2009color-constancy,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio},
 year = {2009},
 pages = {31-40},
 title = {Color Constancy Algorithm Selection Using CART},
 volume = {5646},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-642-03264-6},
 booktitle = {Computational Color Imaging},
 url = {http://dx.doi.org/10.1007/978-3-642-03265-3_4},
 doi = {10.1007/978-3-642-03265-3_4}}
8.

Empirical Modeling for Colorimetric Characterization of Digital Cameras
(Simone Bianco, Raimondo Schettini, Leonardo Vanneschi) In 16th IEEE International Conference on Image Processing (ICIP), pp. 3469-3472, 2009.

@inproceedings{bianco2009empirical-modeling,
 author = {Bianco, Simone and Schettini, Raimondo and Vanneschi, Leonardo},
 year = {2009},
 pages = {3469-3472},
 title = {Empirical Modeling for Colorimetric Characterization of Digital Cameras},
 booktitle = {16th IEEE International Conference on Image Processing (ICIP)},
 doi = {10.1109/ICIP.2009.5413828}}
7.

Image quality assessment by preprocessing and full reference model combination
(Simone Bianco, Gianluigi Ciocca, Fabrizio Marini, Raimondo Schettini) In Image Quality and System Performance VI, volume 7242, pp. 72420O, SPIE, 2009.

@inproceedings{bianco2009image-quality,
 author = {Bianco, Simone and Ciocca, Gianluigi and Marini, Fabrizio and Schettini, Raimondo},
 year = {2009},
 pages = {72420O},
 title = {Image quality assessment by preprocessing and full reference model combination},
 volume = {7242},
 publisher = {SPIE},
 booktitle = {Image Quality and System Performance VI},
 url = {http://link.aip.org/link/?PSI/7242/72420O/1},
 doi = {10.1117/12.806693}}
6.

Region-Based Illuminant Estimation for Effective Color Correction
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In Image Analysis and Processing- ICIAP, volume 5716 of Lecture Notes in Computer Sciences, pp. 43-52, Springer, 2009.

@inproceedings{bianco2009region-based-illuminant,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2009},
 pages = {43-52},
 title = {Region-Based Illuminant Estimation for Effective Color Correction},
 volume = {5716},
 publisher = {Springer},
 series = {Lecture Notes in Computer Sciences},
 booktitle = {Image Analysis and Processing- ICIAP}}
5.

Classification-Based Color Constancy
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In Visual Information Systems. Web-Based Visual Information Search and Management, volume 5188 of Lecture Notes in Computer Science, pp. 104-113, Springer Berlin / Heidelberg, 2008.

@inproceedings{bianco2008classification-based-color,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2008},
 pages = {104-113},
 title = {Classification-Based Color Constancy},
 volume = {5188},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-540-85890-4},
 booktitle = {Visual Information Systems. Web-Based Visual Information Search and Management},
 url = {http://dx.doi.org/10.1007/978-3-540-85891-1_14},
 doi = {10.1007/978-3-540-85891-1_14}}
4.

An Evolutionary Framework for Colorimetric Characterization of Scanners
(Simone Bianco, Francesca Gasparini, Raimondo Schettini, Leonardo Vanneschi) In Applications of Evolutionary Computation: 10th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP), volume 4974 of Lecture Notes in Computer Science, pp. 245-254, Springer Berlin / Heidelberg, 2008.

@inproceedings{bianco2008evolutionary-framework,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo and Vanneschi, Leonardo},
 year = {2008},
 pages = {245-254},
 title = {An Evolutionary Framework for Colorimetric Characterization of Scanners},
 volume = {4974},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {Applications of Evolutionary Computation: 10th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP)},
 doi = {10.1007/978-3-540-78761-7_25}}
3.

Matrixing, number of color channels, and color gamut of camera devices
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In Digital Photography III, volume 6502, pp. 650208, SPIE, 2007.

@inproceedings{bianco2007matrixing-number,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2007},
 pages = {650208},
 title = {Matrixing, number of color channels, and color gamut of camera devices},
 volume = {6502},
 publisher = {SPIE},
 booktitle = {Digital Photography III},
 doi = {10.1117/12.703085}}
2.

Combining strategies for automatic white estimation in real images
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In 14th International Conference on Image Analysis and Processing Workshops (ICIAPW), pp. 175-178, 2007.

@inproceedings{bianco2007combining-strategies1,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2007},
 pages = {175-178},
 title = {Combining strategies for automatic white estimation in real images},
 booktitle = {14th International Conference on Image Analysis and Processing Workshops (ICIAPW)},
 doi = {10.1109/ICIAPW.2007.19}}
1.

Combining strategies for white balance
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) In Digital Photography III, volume 6502, pp. 65020D, SPIE, 2007.

@inproceedings{bianco2007combining-strategies,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2007},
 pages = {65020D},
 title = {Combining strategies for white balance},
 volume = {6502},
 publisher = {SPIE},
 booktitle = {Digital Photography III},
 doi = {10.1117/12.705190}}

Other Publications

11.

Adaptive Illuminant Estimation and Correction for Digital Photography
(Simone Bianco, Raimondo Schettini) Cultura e Scienza del Colore - Color Culture and Science, volume 4, pp. 49-55, 2015.

@misc{bianco2015adaptive-illuminant,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2015},
 pages = {49-55},
 title = {Adaptive Illuminant Estimation and Correction for Digital Photography},
 volume = {4},
 issn = {2384-9568},
 howpublished = {Cultura e Scienza del Colore - Color Culture and Science}}
10.

Book review: Computational Photography: Methods and Applications
(Simone Bianco, Raimondo Schettini) volume 37, pp. 233-234, 2012.

@misc{bianco2012book-review,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2012},
 pages = {233-234},
 title = {Book review: Computational Photography: Methods and Applications},
 volume = {37},
 journal = {Color Research and Application}}
9.

Color scale design for data visualization
(Raimondo Schettini, Simone Bianco) Proceedings of the Eighth Color Conference, Color and Colorimetry. Multidisciplinary Contributions, Vol. VIII B, pp. 335-342, 2012.

@misc{schettini2012color-scale,
 author = {Schettini, Raimondo and Bianco, Simone},
 year = {2012},
 pages = {335-342},
 title = {Color scale design for data visualization},
 howpublished = {Proceedings of the Eighth Color Conference, Color and Colorimetry. Multidisciplinary Contributions, Vol. VIII B}}
8.

Illuminant estimation and correction for digital photography
(Simone Bianco, Raimondo Schettini) Proceedings of the Eighth Color Conference, Color and Colorimetry. Multidisciplinary Contributions, Vol. VIII B, pp. 19-26, 2012.

@misc{bianco2012illuminant-estimation,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2012},
 pages = {19-26},
 title = {Illuminant estimation and correction for digital photography},
 howpublished = {Proceedings of the Eighth Color Conference, Color and Colorimetry. Multidisciplinary Contributions, Vol. VIII B}}
7.

Empirical Modeling for Colorimetric Characterization of Imaging Devices
(Simone Bianco, Raimondo Schettini) Atti della VII Conferenza Nazionale del Colore, 2011.

@misc{bianco2011empirical-modeling,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2011},
 title = {Empirical Modeling for Colorimetric Characterization of Imaging Devices},
 howpublished = {Atti della VII Conferenza Nazionale del Colore}}
6.

Color target localization using local descriptors
(Simone Bianco, Claudio Cusano) Atti della VI Conferenza Nazionale del Colore, 2010.

@misc{bianco2010color-target,
 author = {Bianco, Simone and Cusano, Claudio},
 year = {2010},
 title = {Color target localization using local descriptors},
 howpublished = {Atti della VI Conferenza Nazionale del Colore}}
5.

Content aware color image processing
(Simone Bianco, Gianluigi Ciocca, Silvia Corchs, Claudio Cusano, Francesca Gasparini, Fabrizio Marini, Raimondo Schettini) Atti della VI Conferenza Nazionale del Colore, 2010.

@misc{bianco2010content-aware,
 author = {Bianco, Simone and Ciocca, Gianluigi and Corchs, Silvia and Cusano, Claudio and Gasparini, Francesca and Marini, Fabrizio and Schettini, Raimondo},
 year = {2010},
 title = {Content aware color image processing},
 howpublished = {Atti della VI Conferenza Nazionale del Colore}}
4.

Modular procedures for content aware image enhancement
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Francesca Gasparini, Fabrizio Marini, Raimondo Schettini) Quaderni Disco: Emerging Paradigms in Informatics, Systems and Communication, number 1, pp. 17-22, 2009.

@misc{bianco2009modular-procedures,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Gasparini, Francesca and Marini, Fabrizio and Schettini, Raimondo},
 year = {2009},
 pages = {17-22},
 title = {Modular procedures for content aware image enhancement},
 number = {1},
 howpublished = {Quaderni Disco: Emerging Paradigms in Informatics, Systems and Communication}}
3.

A new chromatic adaptation transform
(Simone Bianco, Raimondo Schettini) Atti della V Conferenza Nazionale del Colore, 2009.

@misc{bianco2009new-chromatic,
 author = {Bianco, Simone and Schettini, Raimondo},
 year = {2009},
 title = {A new chromatic adaptation transform},
 howpublished = {Atti della V Conferenza Nazionale del Colore}}
2.

Metodi per la stima e la correzione di dominanti colore in immagini digitali
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) Atti della IV Conferenza Nazionale del Colore, 2008.

@misc{bianco2008metodi-per,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2008},
 title = {Metodi per la stima e la correzione di dominanti colore in immagini digitali},
 howpublished = {Atti della IV Conferenza Nazionale del Colore}}
1.

Spectral based color imaging using RGB digital still cameras
(Simone Bianco, Francesca Gasparini, Raimondo Schettini) Atti della II Conferenza Nazionale del Colore, 2006.

@misc{bianco2006spectral-based,
 author = {Bianco, Simone and Gasparini, Francesca and Schettini, Raimondo},
 year = {2006},
 title = {Spectral based color imaging using RGB digital still cameras},
 howpublished = {Atti della II Conferenza Nazionale del Colore}}