Marco BuzzelliPostdoctoral Fellow

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

Room 1048,  tel: +390264487871

Biography

Marco Buzzelli obtained his Bachelor Degree and Master Degree in Computer Science respectively in 2012 and 2014, focusing on Image Processing and Computer Vision tasks. He got his PhD in Computer Science in 2019 at the University of Milano – Bicocca (Italy), where he is currently employed as a post-doctoral researcher. His main topics of research include characterization of digital imaging devices, and object recognition in complex scenes.

ORCID: 0000-0003-1138-3345

Publications

Journal Articles

17.

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}}
16.

Laplacian encoder-decoder network for raindrop removal
(Simone Zini, Marco Buzzelli) In Pattern Recognition Letters, volume 158, pp. 24-33, 2022.

@article{zini2022laplacian,
 author = {Zini, Simone and Buzzelli, Marco},
 year = {2022},
 pages = {24-33},
 title = {Laplacian encoder-decoder network for raindrop removal},
 volume = {158},
 journal = {Pattern Recognition Letters},
 url = {https://www.sciencedirect.com/science/article/pii/S0167865522001143},
 pdf = {/download/2022_laplacian_encoder_decoder_network_for_raindrop_removal.pdf},
 doi = {10.1016/j.patrec.2022.04.016},
 issn = {0167-8655},
 projectref = {https://github.com/TheZino/Laplacian-Encoder-Decoder-Raindrop-Removal}}
15.

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, 2022.

@article{buzzelli2022analysis,
 author = {Buzzelli, Marco and Zini, Simone and Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail K},
 year = {2022},
 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}}
14.

Angle-Retaining Chromaticity and Color Space: Invariants and Properties
(Marco Buzzelli) In Journal of Imaging, volume 8, number 9, pp. 232, MDPI, 2022.

@article{buzzelli2022angle,
 author = {Buzzelli, Marco},
 year = {2022},
 pages = {232},
 title = {Angle-Retaining Chromaticity and Color Space: Invariants and Properties},
 volume = {8},
 number = {9},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 url = {https://www.mdpi.com/2313-433X/8/9/232},
 pdf = {/download/buzzelli2022angle.pdf},
 doi = {10.3390/jimaging8090232},
 projectref = {http://www.ivl.disco.unimib.it/activities/arc/}}
13.

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}}
12.

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}}
11.

Revisiting the CompCars Dataset for Hierarchical Car Classification: New Annotations, Experiments, and Results
(Marco Buzzelli, Luca Segantin) In Sensors, volume 21, number 2, Multidisciplinary Digital Publishing Institute, 2021.

@article{buzzelli2021revisiting,
 author = {Buzzelli, Marco and Segantin, Luca},
 year = {2021},
 title = {Revisiting the CompCars Dataset for Hierarchical Car Classification: New Annotations, Experiments, and Results},
 volume = {21},
 number = {2},
 publisher = {Multidisciplinary Digital Publishing Institute},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/2/596},
 pdf = {/download/sensors-21-00596-v2.pdf},
 doi = {10.3390/s21020596},
 issn = {1424-8220},
 projectref = {http://www.ivl.disco.unimib.it/activities/hierarchical-car-classification/}}
10.

General Purpose Optimization Library (GPOL): A Flexible and Efficient Multi-Purpose Optimization Library in Python
(Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini) In Applied Sciences, volume 11, number 11, 2021.

@article{bakurov2021general,
 author = {Bakurov, Illya and Buzzelli, Marco and Castelli, Mauro and Vanneschi, Leonardo and Schettini, Raimondo},
 year = {2021},
 title = {General Purpose Optimization Library (GPOL): A Flexible and Efficient Multi-Purpose Optimization Library in Python},
 volume = {11},
 number = {11},
 journal = {Applied Sciences},
 url = {https://www.mdpi.com/2076-3417/11/11/4774},
 pdf = {/download/2021c_General_Purpose_Optimization_Library_GPOL_A_Flexible_and_Efficient_Multi-Purpose_Optimization_Library_in_Python.pdf},
 doi = {10.3390/app11114774},
 issn = {2076-3417},
 projectref = {https://gitlab.com/ibakurov/general-purpose-optimization-library}}
9.

On the evaluation of temporal and spatial stability of color constancy algorithms
(Marco Buzzelli, Ilaria Erba) In J. Opt. Soc. Am. A, volume 38, number 9, pp. 1349-1356, OSA, 2021.

@article{buzzelli2021stability,
 author = {Buzzelli, Marco and Erba, Ilaria},
 year = {2021},
 month = {9},
 year = {2021},
 pages = {1349-1356},
 title = {On the evaluation of temporal and spatial stability of color constancy algorithms},
 volume = {38},
 number = {9},
 publisher = {OSA},
 journal = {J. Opt. Soc. Am. A},
 url = {http://www.osapublishing.org/josaa/abstract.cfm?URI=josaa-38-9-1349},
 pdf = {/download/buzzelli2021stability.pdf},
 doi = {10.1364/JOSAA.434860},
 projectref = {http://www.ivl.disco.unimib.it/activities/color-stability/}}
8.

Structural similarity index (SSIM) revisited: A data-driven approach
(Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi) In Expert Systems with Applications, pp. 116087, 2021.

@article{bakurov2021structural,
 author = {Bakurov, Illya and Buzzelli, Marco and Schettini, Raimondo and Castelli, Mauro and Vanneschi, Leonardo},
 year = {2021},
 pages = {116087},
 title = {Structural similarity index (SSIM) revisited: A data-driven approach},
 journal = {Expert Systems with Applications},
 keywords = {Image, quality, assessment, measures, Structural, similarity, Evolutionary, computation, Scale, selection, Image, processing},
 url = {https://www.sciencedirect.com/science/article/pii/S0957417421014238},
 pdf = {/download/bakurov2021structural.pdf},
 doi = {10.1016/j.eswa.2021.116087},
 issn = {0957-4174}}
7.

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}}
6.

Recent Advances in Saliency Estimation for Omnidirectional Images, Image Groups, and Video Sequences
(Marco Buzzelli) In Applied Sciences, volume 10, number 15, pp. 5143, Multidisciplinary Digital Publishing Institute, 2020.

@article{buzzelli2020recent,
 author = {Buzzelli, Marco},
 year = {2020},
 pages = {5143},
 title = {Recent Advances in Saliency Estimation for Omnidirectional Images, Image Groups, and Video Sequences},
 volume = {10},
 number = {15},
 publisher = {Multidisciplinary Digital Publishing Institute},
 journal = {Applied Sciences},
 pdf = {/download/2020c_Recent_Advances_in_Saliency_Estimation_for_Omnidirectional_Images_Image_Groups_and_Video_Sequences.pdf},
 doi = {10.3390/app10155143}}
5.

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/}}
4.

A Vision-Based System for Monitoring Elderly People at Home
(Marco Buzzelli, Alessio Albé, Gianluigi Ciocca) In Applied Sciences, volume 10, pp. 374, Multidisciplinary Digital Publishing Institute, 2020.

@article{buzzelli2020vision,
 author = {Buzzelli, Marco and Albe, Alessio and Ciocca, Gianluigi},
 year = {2020},
 pages = {374},
 title = {A Vision-Based System for Monitoring Elderly People at Home},
 volume = {10},
 publisher = {Multidisciplinary Digital Publishing Institute},
 journal = {Applied Sciences},
 pdf = {/download/2020b_A_Vision.pdf},
 doi = {10.3390/app10010374},
 projectref = {http://www.ivl.disco.unimib.it/activities/monitoring-elderly-people/}}
3.

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}}
2.

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}}
1.

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/}}

Conference Papers

22.

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}}
21.

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}}
20.

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}}
19.

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}}
18.

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}}
17.

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}}
16.

MdVRNet: Deep Video Restoration under Multiple Distortions
(Claudio Rota, Marco Buzzelli) In Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP,, pp. 419-426, SciTePress, 2022.

@inproceedings{rota2022mdvrnet,
 author = {Rota, Claudio and Buzzelli, Marco},
 year = {2022},
 pages = {419-426},
 title = {MdVRNet: Deep Video Restoration under Multiple Distortions},
 publisher = {SciTePress},
 isbn = {978-989-758-555-5},
 organization = {INSTICC},
 booktitle = {Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP,},
 pdf = {/download/VISAPP_2022_102_CR.pdf},
 doi = {10.5220/0010828900003124},
 projectref = {https://github.com/claudiom4sir/MdVRNet}}
15.

Genetic Programming for Structural Similarity Design at Multiple Spatial Scales
(Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi) In , New York, NY, USA, pp. 911–919, Association for Computing Machinery, 2022.

@inproceedings{bakurov2022genetic,
 author = {Bakurov, Illya and Buzzelli, Marco and Castelli, Mauro and Schettini, Raimondo and Vanneschi, Leonardo},
 year = {2022},
 pages = {911–919},
 title = {Genetic Programming for Structural Similarity Design at Multiple Spatial Scales},
 publisher = {Association for Computing Machinery},
 series = {GECCO \'22},
 address = {New York, NY, USA},
 isbn = {9781450392372},
 keywords = {structural, similarity, evolutionary, computation, genetic, programming, multi-scale, processing, image, processing, multi-scale, structural, similarity, index, image, quality, assessment, spatially-varying, kernels, dilated, convolutions, multi-scale, context},
 url = {https://doi.org/10.1145/3512290.3528783},
 pdf = {/download/gecco_ssim.pdf},
 doi = {10.1145/3512290.3528783}}
14.

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}}
13.

On the Impact of Rain over Semantic Segmentation of Street Scenes
(Simone Zini, Marco Buzzelli) In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 597-610, Springer International Publishing, 2021.

@inproceedings{zini2021impact,
 author = {Zini, Simone and Buzzelli, Marco},
 year = {2021},
 pages = {597-610},
 title = {On the Impact of Rain over Semantic Segmentation of Street Scenes},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-030-68780-9},
 booktitle = {Pattern Recognition. ICPR International Workshops and Challenges},
 pdf = {/download/2020c_On_the_impact_of_rain_over_semantic_segmentation_of_street_scenes.pdf},
 doi = {10.1007/978-3-030-68780-9_46}}
12.

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/}}
11.

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}}
10.

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}}
9.

Analyzing and Recognizing Food in Constrained and Unconstrained Environments
(Marco Buzzelli, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Proceedings of the 3rd Workshop on AIxFood, pp. 1-5, 2021.

@inproceedings{buzzelli2021analyzing,
 author = {Buzzelli, Marco and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2021},
 pages = {1-5},
 title = {Analyzing and Recognizing Food in Constrained and Unconstrained Environments},
 booktitle = {Proceedings of the 3rd Workshop on AIxFood},
 pdf = {/download/buzzelli2021analyzingfood.pdf},
 doi = {10.1145/3475725.3483624}}
8.

Parameters optimization of the Structural Similarity Index
(Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi) In London Imaging Meeting, volume 2020, number 1, pp. 19-23, 2020.

@inproceedings{bakurov2020parameters,
 author = {Bakurov, Illya and Buzzelli, Marco and Castelli, Mauro and Schettini, Raimondo and Vanneschi, Leonardo},
 year = {2020},
 pages = {19-23},
 title = {Parameters optimization of the Structural Similarity Index},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting},
 pdf = {/download/2020a_Parameters_optimization_of_the_Structural_Similarity_Index.pdf},
 doi = {10.2352/issn.2694-118X.2020.LIM-13}}
7.

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}}
6.

Learning Illuminant Estimation from Object Recognition
(Marco Buzzelli, Joost Van De Weijer, Raimondo Schettini) In Image Processing (ICIP), 2018 25th IEEE International Conference on, 2018.

@inproceedings{buzzelli2018learning,
 author = {Buzzelli, Marco and Van De Weijer, Joost and Schettini, Raimondo},
 year = {2018},
 title = {Learning Illuminant Estimation from Object Recognition},
 organization = {IEEE},
 booktitle = {Image Processing (ICIP), 2018 25th IEEE International Conference on},
 pdf = {/download/2018b_CAMERA_Learning_Illuminant_Estimation_from_Object_Recognition.pdf},
 doi = {10.1109/ICIP.2018.8451229}}
5.

Recognition of Edible Vegetables and Fruits for Smart Home Appliances
(Marco Buzzelli, Federico Belotti, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-4, 2018.

@inproceedings{buzzelli2018recognition,
 author = {Buzzelli, Marco and Belotti, Federico and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {Recognition of Edible Vegetables and Fruits for Smart Home Appliances},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/2018c_CAMERA_Recognition_of_edible_vegetables_and_fruits_for_smart_home_appliances.pdf},
 doi = {10.1109/ICCE-Berlin.2018.8576236},
 issn = {2166-6822}}
4.

A CNN Architecture for Efficient Semantic Segmentation of Street Scenes
(Davide Mazzini, Marco Buzzelli, Danilo Pietro Pau, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), pp. 1-6, 2018.

@inproceedings{mazzini2018cnn,
 author = {Mazzini, Davide and Buzzelli, Marco and Pau, Danilo Pietro and Schettini, Raimondo},
 year = {2018},
 pages = {1-6},
 title = {A CNN Architecture for Efficient Semantic Segmentation of Street Scenes},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
 pdf = {/download/2018e_CAMERA_A_CNN_Architecture_for_Efficient_Semantic_Segmentation_of_Street_Scenes.pdf},
 doi = {10.1109/ICCE-Berlin.2018.8576193},
 issn = {2166-6822}}
3.

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}}
1.

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}}