CVPR 2022 Open Access Repository

Challenge on Learned Image Compression

Image Quality Assessment With Transformers and Multi-Metric Fusion Modules: Wei Jiang,

Litian Li,

Yi Ma,

Yongqi Zhai,

Zheng Yang,

Ronggang Wang; [pdf]
[bibtex]
@InProceedings{Jiang_2022_CVPR, author = {Jiang, Wei and Li, Litian and Ma, Yi and Zhai, Yongqi and Yang, Zheng and Wang, Ronggang}, title = {Image Quality Assessment With Transformers and Multi-Metric Fusion Modules}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1805-1809} }
A Neural-Network Enhanced Video Coding Framework Beyond VVC: Junru Li,

Yue Li,

Chaoyi Lin,

Kai Zhang,

Li Zhang; [pdf]
[bibtex]
@InProceedings{Li_2022_CVPR, author = {Li, Junru and Li, Yue and Lin, Chaoyi and Zhang, Kai and Zhang, Li}, title = {A Neural-Network Enhanced Video Coding Framework Beyond VVC}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1781-1785} }
Focused Feature Differentiation Network for Image Quality Assessment: Gang He,

Yong Wang,

Li Xu,

Wenli Zhang,

Ming Sun,

Xing Wen; [pdf]
[bibtex]
@InProceedings{He_2022_CVPR, author = {He, Gang and Wang, Yong and Xu, Li and Zhang, Wenli and Sun, Ming and Wen, Xing}, title = {Focused Feature Differentiation Network for Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1800-1804} }
Learned Compression of High Dimensional Image Datasets: Elizabeth Cole,

Qingxi Meng,

John Pauly,

Shreyas Vasanawala; [pdf]
[bibtex]
@InProceedings{Cole_2022_CVPR, author = {Cole, Elizabeth and Meng, Qingxi and Pauly, John and Vasanawala, Shreyas}, title = {Learned Compression of High Dimensional Image Datasets}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1748-1752} }
Slimmable Video Codec: Zhaocheng Liu,

Luis Herranz,

Fei Yang,

Saiping Zhang,

Shuai Wan,

Marta Mrak,

Marc Górriz Blanch; [pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2022_CVPR, author = {Liu, Zhaocheng and Herranz, Luis and Yang, Fei and Zhang, Saiping and Wan, Shuai and Mrak, Marta and Blanch, Marc G\'orriz}, title = {Slimmable Video Codec}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1743-1747} }
Self-Supervised Variable Rate Image Compression Using Visual Attention: Abhishek Kumar Sinha,

S. Manthira Moorthi,

Debajyoti Dhar; [pdf]
[bibtex]
@InProceedings{Sinha_2022_CVPR, author = {Sinha, Abhishek Kumar and Moorthi, S. Manthira and Dhar, Debajyoti}, title = {Self-Supervised Variable Rate Image Compression Using Visual Attention}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1721-1725} }
Neural Face Video Compression Using Multiple Views: Anna Volokitin,

Stefan Brugger,

Ali Benlalah,

Sebastian Martin,

Brian Amberg,

Michael Tschannen; [pdf] [arXiv]
[bibtex]
@InProceedings{Volokitin_2022_CVPR, author = {Volokitin, Anna and Brugger, Stefan and Benlalah, Ali and Martin, Sebastian and Amberg, Brian and Tschannen, Michael}, title = {Neural Face Video Compression Using Multiple Views}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1738-1742} }
Adaptive Bitrate Quantization Scheme Without Codebook for Learned Image Compression: Jonas Löhdefink,

Jonas Sitzmann,

Andreas Bär,

Tim Fingscheidt; [pdf] [supp]
[bibtex]
@InProceedings{Lohdefink_2022_CVPR, author = {L\"ohdefink, Jonas and Sitzmann, Jonas and B\"ar, Andreas and Fingscheidt, Tim}, title = {Adaptive Bitrate Quantization Scheme Without Codebook for Learned Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1732-1737} }
Hybrid Video Coding Scheme Based on VVC and Spatio-Temporal Attention Convolution Neural Network: Gang He,

Kepeng Xu,

Chang Wu,

Zijia Ma,

Xing Wen,

Ming Sun; [pdf]
[bibtex]
@InProceedings{He_2022_CVPR, author = {He, Gang and Xu, Kepeng and Wu, Chang and Ma, Zijia and Wen, Xing and Sun, Ming}, title = {Hybrid Video Coding Scheme Based on VVC and Spatio-Temporal Attention Convolution Neural Network}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1791-1794} }
Non-Linear Motion Estimation for Video Frame Interpolation Using Space-Time Convolutions: Saikat Dutta,

Arulkumar Subramaniam,

Anurag Mittal; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dutta_2022_CVPR, author = {Dutta, Saikat and Subramaniam, Arulkumar and Mittal, Anurag}, title = {Non-Linear Motion Estimation for Video Frame Interpolation Using Space-Time Convolutions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1726-1731} }
Super-Resolution Based Video Coding Scheme: Hyun min Cho,

Kiho Choi; [pdf]
[bibtex]
@InProceedings{Cho_2022_CVPR, author = {Cho, Hyun min and Choi, Kiho}, title = {Super-Resolution Based Video Coding Scheme}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1778-1780} }
A Soft-Ranked Index Fusion Framework With Saliency Weighting for Image Quality Assessment: Liangwei Yu,

Zhao Wang,

Yan Ye,

Lingyu Zhu,

Shiqi Wang; [pdf]
[bibtex]
@InProceedings{Yu_2022_CVPR, author = {Yu, Liangwei and Wang, Zhao and Ye, Yan and Zhu, Lingyu and Wang, Shiqi}, title = {A Soft-Ranked Index Fusion Framework With Saliency Weighting for Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1810-1814} }
User-Guided Variable Rate Learned Image Compression: Rushil Gupta,

Suryateja BV,

Nikhil Kapoor,

Rajat Jaiswal,

Sharmila Reddy Nangi,

Kuldeep Kulkarni; [pdf] [supp]
[bibtex]
@InProceedings{Gupta_2022_CVPR, author = {Gupta, Rushil and BV, Suryateja and Kapoor, Nikhil and Jaiswal, Rajat and Nangi, Sharmila Reddy and Kulkarni, Kuldeep}, title = {User-Guided Variable Rate Learned Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1753-1758} }
SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment: Jianzhao Liu,

Xin Li,

Yanding Peng,

Tao Yu,

Zhibo Chen; [pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2022_CVPR, author = {Liu, Jianzhao and Li, Xin and Peng, Yanding and Yu, Tao and Chen, Zhibo}, title = {SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1795-1799} }
RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth: Fabian Brand,

Kristian Fischer,

Alexander Kopte,

Marc Windsheimer,

André Kaup; [pdf]
[bibtex]
@InProceedings{Brand_2022_CVPR, author = {Brand, Fabian and Fischer, Kristian and Kopte, Alexander and Windsheimer, Marc and Kaup, Andr\'e}, title = {RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1759-1763} }
Learned Low Bitrate Video Compression With Space-Time Super-Resolution: Jiayu Yang,

Chunhui Yang,

Fei Xiong,

Feng Wang,

Ronggang Wang; [pdf]
[bibtex]
@InProceedings{Yang_2022_CVPR, author = {Yang, Jiayu and Yang, Chunhui and Xiong, Fei and Wang, Feng and Wang, Ronggang}, title = {Learned Low Bitrate Video Compression With Space-Time Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1786-1790} }
PO-ELIC: Perception-Oriented Efficient Learned Image Coding: Dailan He,

Ziming Yang,

Hongjiu Yu,

Tongda Xu,

Jixiang Luo,

Yuan Chen,

Chenjian Gao,

Xinjie Shi,

Hongwei Qin,

Yan Wang; [pdf]
[bibtex]
@InProceedings{He_2022_CVPR, author = {He, Dailan and Yang, Ziming and Yu, Hongjiu and Xu, Tongda and Luo, Jixiang and Chen, Yuan and Gao, Chenjian and Shi, Xinjie and Qin, Hongwei and Wang, Yan}, title = {PO-ELIC: Perception-Oriented Efficient Learned Image Coding}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1764-1769} }
Perceptual In-Loop Filter for Image and Video Compression: Huairui Wang,

Guangjie Ren,

Tong Ouyang,

Junxi Zhang,

Wenwei Han,

Zizheng Liu,

Zhenzhong Chen; [pdf]
[bibtex]
@InProceedings{Wang_2022_CVPR, author = {Wang, Huairui and Ren, Guangjie and Ouyang, Tong and Zhang, Junxi and Han, Wenwei and Liu, Zizheng and Chen, Zhenzhong}, title = {Perceptual In-Loop Filter for Image and Video Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1770-1773} }
Neural Network-Based In-Loop Filter for CLIC 2022: Yonghua Wang,

Jingchi Zhang,

Zhengang Li,

Xing Zeng,

Zhen Zhang,

Diankai Zhang,

Yunlin Long,

Ning Wang; [pdf]
[bibtex]
@InProceedings{Wang_2022_CVPR, author = {Wang, Yonghua and Zhang, Jingchi and Li, Zhengang and Zeng, Xing and Zhang, Zhen and Zhang, Diankai and Long, Yunlin and Wang, Ning}, title = {Neural Network-Based In-Loop Filter for CLIC 2022}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1774-1777} }