Learned Image Compression
Self Texture Transfer Networks for Low Bitrate Image Compression-
[pdf]
[bibtex]@InProceedings{Iwai_2021_CVPR, author = {Iwai, Shoma and Miyazaki, Tomo and Sugaya, Yoshihiro and Omachi, Shinichiro}, title = {Self Texture Transfer Networks for Low Bitrate Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1901-1905} }
Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior-
[pdf]
[bibtex]@InProceedings{Brand_2021_CVPR, author = {Brand, Fabian and Fischer, Kristian and Kaup, Andre}, title = {Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1885-1889} }
Perceptual Image Compression Using Relativistic Average Least Squares GANs-
[pdf]
[bibtex]@InProceedings{Cheng_2021_CVPR, author = {Cheng, Zhengxue and Fu, Ting and Hu, Jiapeng and Guo, Li and Wang, Shihao and Zhao, Xiongxin and Zhou, Dajiang and Song, Yang}, title = {Perceptual Image Compression Using Relativistic Average Least Squares GANs}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1895-1900} }
Deep Learning Based Spatial-Temporal In-Loop Filtering for Versatile Video Coding-
[pdf]
[bibtex]@InProceedings{Pham_2021_CVPR, author = {Pham, Chi D. K. and Fu, Chen and Zhou, Jinjia}, title = {Deep Learning Based Spatial-Temporal In-Loop Filtering for Versatile Video Coding}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1861-1865} }
Perceptual Friendly Variable Rate Image Compression-
[pdf]
[bibtex]@InProceedings{Gao_2021_CVPR, author = {Gao, Yixin and Wu, Yaojun and Guo, Zongyu and Zhang, Zhizheng and Chen, Zhibo}, title = {Perceptual Friendly Variable Rate Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1916-1920} }
Learned Image Compression With Super-Resolution Residual Modules and DISTS Optimization-
[pdf]
[bibtex]@InProceedings{Suzuki_2021_CVPR, author = {Suzuki, Akifumi and Akutsu, Hiroaki and Naruko, Takahiro and Tsubota, Koki and Aizawa, Kiyoharu}, title = {Learned Image Compression With Super-Resolution Residual Modules and DISTS Optimization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1906-1910} }
End-to-End Learned Image Compression With Augmented Normalizing Flows-
[pdf]
[bibtex]@InProceedings{Ho_2021_CVPR, author = {Ho, Yung-Han and Chan, Chih-Chun and Peng, Wen-Hsiao and Hang, Hsueh-Ming}, title = {End-to-End Learned Image Compression With Augmented Normalizing Flows}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1931-1935} }
DANICE: Domain Adaptation Without Forgetting in Neural Image Compression-
[pdf]
[supp]
[arXiv]
[bibtex]@InProceedings{Katakol_2021_CVPR, author = {Katakol, Sudeep and Herranz, Luis and Yang, Fei and Mrak, Marta}, title = {DANICE: Domain Adaptation Without Forgetting in Neural Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1921-1925} }
Variable Rate ROI Image Compression Optimized for Visual Quality-
[pdf]
[bibtex]@InProceedings{Ma_2021_CVPR, author = {Ma, Yi and Zhai, Yongqi and Yang, Chunhui and Yang, Jiayu and Wang, Ruofan and Zhou, Jing and Li, Kai and Chen, Ying and Wang, Ronggang}, title = {Variable Rate ROI Image Compression Optimized for Visual Quality}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1936-1940} }
Image Compression With Recurrent Neural Network and Generalized Divisive Normalization-
[pdf]
[bibtex]@InProceedings{Islam_2021_CVPR, author = {Islam, Khawar and Dang, L. Minh and Lee, Sujin and Moon, Hyeonjoon}, title = {Image Compression With Recurrent Neural Network and Generalized Divisive Normalization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1875-1879} }
Subjective Quality Optimized Efficient Image Compression-
[pdf]
[bibtex]@InProceedings{Wang_2021_CVPR, author = {Wang, Xining and Chen, Tong and Ma, Zhan}, title = {Subjective Quality Optimized Efficient Image Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1911-1915} }
Deep Image Compression With Latent Optimization and Piece-Wise Quantization Approximation-
[pdf]
[bibtex]@InProceedings{Wu_2021_CVPR, author = {Wu, Yuyang and Qi, Zhiyang and Zheng, Huiming and Tao, Lvfang and Gao, Wei}, title = {Deep Image Compression With Latent Optimization and Piece-Wise Quantization Approximation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1926-1930} }
Multi-Metric Fusion Network for Image Quality Assessment-
[pdf]
[bibtex]@InProceedings{Peng_2021_CVPR, author = {Peng, Yanding and Xu, Jiahua and Luo, Ziyuan and Zhou, Wei and Chen, Zhibo}, title = {Multi-Metric Fusion Network for Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1857-1860} }
Learned Video Compression With Intra-Guided Enhancement and Implicit Motion Information-
[pdf]
[bibtex]@InProceedings{Zou_2021_CVPR, author = {Zou, Nannan and Zhang, Honglei and Cricri, Francesco and Tavakoli, Hamed R. and Lainema, Jani and Aksu, Emre and Hannuksela, Miska and Rahtu, Esa}, title = {Learned Video Compression With Intra-Guided Enhancement and Implicit Motion Information}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1870-1874} }
End-to-End Optimized Image Compression With Competition of Prior Distributions-
[pdf]
[bibtex]@InProceedings{Brummer_2021_CVPR, author = {Brummer, Benoit and De Vleeschouwer, Christophe}, title = {End-to-End Optimized Image Compression With Competition of Prior Distributions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1890-1894} }
Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches-
[pdf]
[bibtex]@InProceedings{Huang_2021_CVPR, author = {Huang, Zhimeng and Lin, Kai and Jia, Chuanmin and Wang, Shanshe and Ma, Siwei}, title = {Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1866-1869} }
A Universal Encoder Rate Distortion Optimization Framework for Learned Compression-
[pdf]
[bibtex]@InProceedings{Zhao_2021_CVPR, author = {Zhao, Jing and Li, Bin and Li, Jiahao and Xiong, Ruiqin and Lu, Yan}, title = {A Universal Encoder Rate Distortion Optimization Framework for Learned Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1880-1884} }