Marco BuzzelliAssistant Professor

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 PhD in Computer Science in 2019 at the University of Milano – Bicocca (Italy), where he currently serves as assistant professor at the Department of Informatics, Systems and Communication. He is actively engaged in conducting cutting-edge research in the field of signal/image/video processing and understanding, using machine learning techniques. He is particularly passionate about color imaging.
Marco Buzzelli has actively collaborated with European institutions, including but not limited to Universitat Autònoma de Barcelona, Universidade Nova de Lisboa, Université Jean Monnet, Universidad de Granada. These collaborations have allowed him to contribute to the European AI landscape as an active ELLIS member, while also gaining valuable insights and exposure to diverse perspectives.
ORCID: 0000-0003-1138-3345

Publications

Journal Articles

23.

RGB Color Constancy Using Multispectral Pixel Information
(Ilaria Erba, Marco Buzzelli, Raimondo Schettini) In Journal of the Optical Society of America A, volume 41, number 2, OSA, 2024.

@article{erba2024rgb,
 author = {Erba, Ilaria and Buzzelli, Marco and Schettini, Raimondo},
 year = {2024},
 month = {2},
 title = {RGB Color Constancy Using Multispectral Pixel Information},
 volume = {41},
 number = {2},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/erba2024rgb.pdf},
 doi = {10.1364/JOSAA.506186}}
22.

Improving RGB illuminant estimation exploiting spectral average radiance
(Ilaria Erba, Marco Buzzelli, Jean-Baptiste Thomas, Jon Yngve Hardeberg, Raimondo Schettini) In Journal of the Optical Society of America A, volume 41, number 3, OSA, 2024.

@article{erba2024improving,
 author = {Erba, Ilaria and Buzzelli, Marco and Thomas, Jean-Baptiste and Hardeberg, Jon Yngve and Schettini, Raimondo},
 year = {2024},
 month = {3},
 title = {Improving RGB illuminant estimation exploiting spectral average radiance},
 volume = {41},
 number = {3},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/erba2024improving.pdf},
 doi = {10.1364/JOSAA.510159}}
21.

Full-Reference Image Quality Expression via Genetic Programming
(Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi) In IEEE Transactions on Image Processing, volume 32, pp. 1459-1473, 2023.

@article{bakurov2023full,
 author = {Bakurov, Illya and Buzzelli, Marco and Schettini, Raimondo and Castelli, Mauro and Vanneschi, Leonardo},
 year = {2023},
 pages = {1459-1473},
 title = {Full-Reference Image Quality Expression via Genetic Programming},
 volume = {32},
 journal = {IEEE Transactions on Image Processing},
 url = {https://ieeexplore.ieee.org/document/10048682},
 pdf = {/download/Full-Reference_Image_Quality_Expression_via_Genetic_Programming.pdf},
 doi = {10.1109/TIP.2023.3244662}}
20.

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}}
19.

Visualizing Perceptual Differences in White Color Constancy
(Marco Buzzelli) In Journal of Imaging Science and Technology, volume 67, number 5, pp. 1-6, Society for Imaging Science and Technology, 2023.

@article{buzzelli2023visualizing,
 author = {Buzzelli, Marco},
 year = {2023},
 pages = {1-6},
 title = {Visualizing Perceptual Differences in White Color Constancy},
 volume = {67},
 number = {5},
 publisher = {Society for Imaging Science and Technology},
 journal = {Journal of Imaging Science and Technology},
 url = {https://library.imaging.org/jist/articles/67/5/050404},
 pdf = {/download/JIST_2023_050404_Marco-Buzzelli.pdf},
 doi = {10.2352/J.ImagingSci.Technol.2023.67.5.050404}}
18.

Semantic segmentation network stacking with genetic programming
(Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi) In Genetic Programming and Evolvable Machines, volume 24, number 2, pp. 15, Springer, 2023.

@article{bakurov2023semantic,
 author = {Bakurov, Illya and Buzzelli, Marco and Schettini, Raimondo and Castelli, Mauro and Vanneschi, Leonardo},
 year = {2023},
 pages = {15},
 title = {Semantic segmentation network stacking with genetic programming},
 volume = {24},
 number = {2},
 publisher = {Springer},
 journal = {Genetic Programming and Evolvable Machines},
 url = {https://link.springer.com/article/10.1007/s10710-023-09464-0},
 pdf = {/download/bakurov2023semantic.pdf},
 doi = {10.1007/s10710-023-09464-0}}
17.

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}}
16.

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}}
15.

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}}
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 Journal of the Optical Society of America A, volume 38, number 9, pp. 1349-1356, OSA, 2021.

@article{buzzelli2021stability,
 author = {Buzzelli, Marco and Erba, Ilaria},
 year = {2021},
 month = {9},
 pages = {1349-1356},
 title = {On the evaluation of temporal and spatial stability of color constancy algorithms},
 volume = {38},
 number = {9},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America 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

33.

Vehicle Pose Estimation: Exploring Angular Representations
(Ivan Orlov, Marco Buzzelli, Raimondo Schettini) In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISAPP,, pp. 853-860, SciTePress, 2024.

@inproceedings{orlov2024vehicle,
 author = {Orlov, Ivan and Buzzelli, Marco and Schettini, Raimondo},
 year = {2024},
 pages = {853-860},
 title = {Vehicle Pose Estimation: Exploring Angular Representations},
 publisher = {SciTePress},
 isbn = {853-860},
 organization = {INSTICC},
 booktitle = {Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISAPP,},
 pdf = {/download/VISAPP_2024_445_CR.pdf},
 doi = {10.5220/0012574300003660},
 projectref = {https://github.com/vani-or/car_pose_estimation}}
32.

Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training
(Simone Zini, Alex Gomez-Villa, Marco Buzzelli, Bartłomiej Twardowski, Andrew Bagdanov, Joost Van De Weijer) In The Eleventh International Conference on Learning Representations, 2023.

@inproceedings{zini2023planckian,
 author = {Zini, Simone and Gomez-Villa, Alex and Buzzelli, Marco and Twardowski, Bartłomiej and Bagdanov, Andrew D and Van De Weijer, Joost},
 year = {2023},
 title = {Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training},
 booktitle = {The Eleventh International Conference on Learning Representations},
 url = {https://openreview.net/forum?id=Pia70sP2Oi1},
 pdf = {https://arxiv.org/pdf/2202.07993.pdf}}
31.

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}}
30.

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}}
29.

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}}
28.

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/}}
27.

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}}
26.

Effective and Efficient Detection and Interpretation of Road Direction Signs
(Marco Buzzelli, Stefano Talamona) In 2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 135-140, 2023.

@inproceedings{buzzelli2023effective,
 author = {Buzzelli, Marco and Talamona, Stefano},
 year = {2023},
 pages = {135-140},
 title = {Effective and Efficient Detection and Interpretation of Road Direction Signs},
 booktitle = {2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 url = {https://ieeexplore.ieee.org/document/10375675},
 pdf = {/download/ICCE_Berlin_2023___Road_direction_signs.pdf},
 doi = {10.1109/ICCE-Berlin58801.2023.10375675}}
25.

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, pp. 155-160, 2023.

@inproceedings{buzzelli2023general,
 author = {Buzzelli, Marco and K. Tchobanou, Mikhail and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 pages = {155-160},
 title = {A general-purpose pipeline for realistic synthetic multispectral image dataset generation},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference},
 pdf = {/download/buzzelli2023general.pdf},
 doi = {10.2352/CIC.2023.31.1.30}}
24.

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, pp. 33-37, 2023.

@inproceedings{buzzelli2023rgbcic,
 author = {Buzzelli, Marco and K. Tchobanou, Mikhail and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 pages = {33-37},
 title = {RGB Illuminant Compensation using Spectral Super-resolution and Weighted Spectral Color Correction},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference},
 pdf = {/download/buzzelli2023rgbcic.pdf},
 doi = {10.2352/CIC.2023.31.1.7}}
23.

Learning Color Constancy: 30 Years Later
(Marco Buzzelli, Raimondo Schettini, Simone Bianco) In Color and Imaging Conference, volume 31, number 1, pp. 91-95, 2023.

@inproceedings{buzzelli2023learning,
 author = {Buzzelli, Marco and Schettini, Raimondo and Bianco, Simone},
 year = {2023},
 pages = {91-95},
 title = {Learning Color Constancy: 30 Years Later},
 volume = {31},
 number = {1},
 booktitle = {Color and Imaging Conference},
 pdf = {/download/buzzelli2023learning.pdf},
 doi = {10.2352/CIC.2023.31.1.18}}
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 Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '22), pp. 911-919, 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},
 booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO \'22)},
 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}}