Claudio RotaPhd Student

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

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Biography

Publications

Journal Articles

2.

A RNN for temporal consistency in low-light videos enhanced by single-frame methods
(Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In IEEE Signal Processing Letters, volume 31, pp. 2795-2799, IEEE, 2024.

@article{rota2024rnn,
 author = {Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2024},
 pages = {2795-2799},
 title = {A RNN for temporal consistency in low-light videos enhanced by single-frame methods},
 volume = {31},
 publisher = {IEEE},
 journal = {IEEE Signal Processing Letters},
 pdf = {/download/rota2024rnn.pdf},
 doi = {10.1109/LSP.2024.3475969},
 projectref = {https://github.com/claudiom4sir/LLTC}}
1.

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}}

Conference Papers

9.

Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models
(Claudio Rota, Marco Buzzelli, Joost Van de Weijer) In Computer Vision -- ECCV 2024, Cham, pp. 36-53, Springer Nature Switzerland, 2025.

@inproceedings{rota2025enhancing,
 author = {Rota, Claudio and Buzzelli, Marco and Van de Weijer, Joost},
 year = {2025},
 pages = {36-53},
 title = {Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models},
 publisher = {Springer Nature Switzerland},
 address = {Cham},
 isbn = {978-3-031-73254-6},
 booktitle = {Computer Vision -- ECCV 2024},
 pdf = {/download/rota2025enhancing.pdf},
 doi = {10.1007/978-3-031-73254-6_3},
 projectref = {https://github.com/claudiom4sir/StableVSR}}
8.

Enforcing Temporal Consistency for Color Constancy in Video Sequences
(Marco Buzzelli, Claudio Rota, Simone Bianco, Raimondo Schettini) In International Workshop on Computational Color Imaging, CCIW2024, pp. 274-288, 2024.

@inproceedings{buzzelli2024enforcing,
 author = {Buzzelli, Marco and Rota, Claudio and Bianco, Simone and Schettini, Raimondo},
 year = {2024},
 pages = {274-288},
 title = {Enforcing Temporal Consistency for Color Constancy in Video Sequences},
 organization = {Springer},
 booktitle = {International Workshop on Computational Color Imaging, CCIW2024},
 pdf = {/download/buzzelli2024enforcing.pdf},
 doi = {10.1007/978-3-031-72845-7_20}}
7.

NTIRE 2024 Challenge on Night Photography Rendering
(Egor Ershov, Artyom Panshin, Oleg Karasev, Sergey Korchagin, Shepelev Lev, [...], Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, [...]) In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 6702-6711, 2024.

@inproceedings{ershov2024ntire,
 author = {Ershov, Egor and Panshin, Artyom and Karasev, Oleg and Korchagin, Sergey and Lev, Shepelev and [...], and Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2024},
 month = {6},
 year = {2024},
 pages = {6702-6711},
 title = {NTIRE 2024 Challenge on Night Photography Rendering},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
 url = {https://arxiv.org/abs/2406.13007},
 pdf = {https://arxiv.org/pdf/2406.13007}}
6.

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}}
5.

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}}
4.

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}}
3.

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}}
2.

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}}
1.

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}}