All-in-One Image Compression and Restoration

5 February 2025

Papers citing "All-in-One Image Compression and Restoration"

39 / 39 papers shown

Title
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 226 1 0 27 Nov 2024
Neural Video Compression with Feature Modulation Jiahao Li Bin Li Yan Lu 96 73 0 27 Feb 2024
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 71 27 0 19 Oct 2023
On the Importance of Denoising when Learning to Compress Images Benoit Brummer Christophe De Vleeschouwer 129 8 0 12 Jul 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan VLM 102 95 0 22 Jun 2023
Make Lossy Compression Meaningful for Low-Light Images Shi-zhong Cai Liqun Chen Sheng Zhong Luxin Yan Jiahuan Zhou Xu Zou 63 1 0 24 May 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 95 239 0 27 Mar 2023
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables Jiacheng Li C. Chen Zhen Cheng Zhiwei Xiong 70 10 0 25 Mar 2023
Learning A Sparse Transformer Network for Effective Image Deraining Xiang Chen Hao‐Ran Li Mingqiang Li Jin-shan Pan ViT 107 235 0 21 Mar 2023
Context-Based Trit-Plane Coding for Progressive Image Compression S. Jeon K. Choi Youngo Park Chang-Su Kim 58 17 0 10 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 84 181 0 01 Mar 2023
EVC: Towards Real-Time Neural Image Compression with Mask Decay G. Wang Jiahao Li Bin Li Yan Lu 69 70 0 10 Feb 2023
Multi-Realism Image Compression with a Conditional Generator E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 80 74 0 28 Dec 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 109 140 0 22 Nov 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 98 16 0 22 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 100 158 0 13 Jul 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 97 332 0 21 Mar 2022
The Devil Is in the Details: Window-based Attention for Image Compression Renjie Zou Chunfeng Song Zhaoxiang Zhang ViT 47 217 0 16 Mar 2022
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian Ming Lin Xiuyu Sun Zhiyu Tan Rong Jin ViT 91 140 0 11 Feb 2022
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 113 293 0 29 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 182 2,249 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 196 2,956 0 23 Aug 2021
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows Xiaoyi Dong Jianmin Bao Dongdong Chen Weiming Zhang Nenghai Yu Lu Yuan Dong Chen B. Guo ViT 157 990 0 01 Jul 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 122 1,419 0 06 Jun 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 97 283 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,813 0 23 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 56 142 0 19 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Rotate to Attend: Convolutional Triplet Attention Module Diganta Misra Trikay Nalamada Ajay Uppili Arasanipalai Qibin Hou ViT 3DPC 74 602 0 06 Oct 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 76 414 0 17 Jul 2020
Fast object detection in compressed JPEG Images Benjamin Deguerre Clément Chatelain Gilles Gasso ObjD 42 29 0 16 Apr 2019
Fast Object Detection in Compressed Video Shiyao Wang Hongchao Lu Zhidong Deng ObjD 67 59 0 27 Nov 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 84 1,282 0 08 Sep 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 229 16,641 0 17 Jul 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 71 562 0 09 Apr 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 74 1,548 0 12 Dec 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 65 334 0 15 Aug 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 127 1,716 0 05 Nov 2016