Deep Generative Adversarial Compression Artifact Removal

8 April 2017

Papers citing "Deep Generative Adversarial Compression Artifact Removal"

50 / 73 papers shown

Title
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 80 1 0 13 Mar 2025
Sensitivity Decouple Learning for Image Compression Artifacts Reduction Li Ma Yifan Zhao Peixi Peng Yonghong Tian 23 3 0 15 May 2024
Gait Recognition from Highly Compressed Videos Andrei Niculae Andy Catruna Adrian Cosma Daniel Rosner I. Radoi CVBM 28 0 0 18 Apr 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 29 5 0 26 Mar 2024
Hierarchical Frequency-based Upsampling and Refining for Compressed Video Quality Enhancement Qianyu Zhang Bolun Zheng Xinying Chen Quan Chen Zhunjie Zhu Canjin Wang Zongpeng Li Chengang Yan 16 1 0 18 Mar 2024
Neuromorphic Valence and Arousal Estimation Lorenzo Berlincioni Luca Cultrera Federico Becattini A. Bimbo CVBM 29 3 0 29 Jan 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 42 16 0 03 Jan 2024
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
Boosting Cross-Quality Face Verification using Blind Face Restoration Messaoud Bengherabi Douaa Laib Fella Souhila Lasnami Ryma Boussaha CVBM 18 1 0 15 Aug 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction Xuhao Jiang Weimin Tan Qing Lin Chenxi Ma Bo Yan Liquan Shen 38 2 0 04 May 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion Xi Zhang Xiaolin Wu 16 4 0 13 Feb 2023
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus Qunliang Xing Mai Xu Xin Deng Yichen Guo 22 2 0 20 Nov 2022
Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality Guy Ohayon Theo Adrai Michael Elad T. Michaeli AAML 29 13 0 16 Nov 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 19 8 0 25 Oct 2022
Learning Dual Memory Dictionaries for Blind Face Restoration Xiaoming Li Shiguang Zhang Shangchen Zhou Lei Zhang W. Zuo CVBM 27 35 0 15 Oct 2022
A Unified Image Preprocessing Framework For Image Compression Moqi Zhang Weihui Deng Xiaocheng Li 6 2 0 15 Aug 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 40 39 0 03 Jul 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 17 14 0 21 Jun 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 27 35 0 23 Jan 2022
Reinforcement Learning of Self Enhancing Camera Image and Signal Processing Chandrajit L. Bajaj Yi Wang Yunhao Yang 16 2 0 15 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,586 0 10 Nov 2021
Functional Neural Networks for Parametric Image Restoration Problems Fangzhou Luo Xiaolin Wu Yanhui Guo SupR 17 14 0 30 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 27 32 0 21 Oct 2021
Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction Minyi Zhao Yi Xu Shuigeng Zhou 22 44 0 04 Aug 2021
Multi-modality Deep Restoration of Extremely Compressed Face Videos Xi Zhang Xiaolin Wu CVBM 16 13 0 05 Jul 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 13 35 0 05 Jun 2021
Boosting the Performance of Video Compression Artifact Reduction with Reference Frame Proposals and Frequency Domain Information Yi Xu Minyi Zhao Jing Liu Xinjian Zhang Longwen Gao Shuigeng Zhou Huyang Sun 21 19 0 31 May 2021
Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images Dipti Mishra S. Singh R. Singh 18 1 0 11 Apr 2021
Deep Contrastive Patch-Based Subspace Learning for Camera Image Signal Processing Yunhao Yang Yi Wang Chandrajit L. Bajaj 16 0 0 01 Apr 2021
Attention-guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton Xi Zhang Xiaolin Wu 19 27 0 29 Mar 2021
Training a Task-Specific Image Reconstruction Loss Aamir Mustafa A. Mikhailiuk Dan-Andrei Iliescu Varun Babbar Rafał K. Mantiuk DRL SupR 11 23 0 26 Mar 2021
Robust pedestrian detection in thermal imagery using synthesized images My Kieu Lorenzo Berlincioni L. Galteri Marco Bertini Andrew D. Bagdanov A. Bimbo 27 21 0 03 Feb 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 17 430 0 11 Jan 2021
Analyzing and Mitigating JPEG Compression Defects in Deep Learning Max Ehrlich Larry S. Davis Ser-Nam Lim Abhinav Shrivastava 6 20 0 17 Nov 2020
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution Xiaoyu Xiang Qian Lin J. Allebach SupR 19 9 0 18 Oct 2020
Smoother Network Tuning and Interpolation for Continuous-level Image Processing Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 10 7 0 05 Oct 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks Hanbin Son Taeoh Kim Hyeongmin Lee Sangyoun Lee 8 14 0 30 Sep 2020
Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal Jianwei Li Yongtao Wang Haihua Xie K. Ma 27 41 0 15 Sep 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Ming-Yu Liu Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 26 153 0 06 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 17 169 0 02 Aug 2020
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network Jun Niu 10 5 0 01 Jul 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 20 460 0 17 Jun 2020
What's in the Image? Explorable Decoding of Compressed Images Yuval Bahat T. Michaeli DiffM 28 3 0 16 Jun 2020
Quantization Guided JPEG Artifact Correction Max Ehrlich L. Davis Ser-Nam Lim Abhinav Shrivastava 19 95 0 17 Apr 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 66 69 0 23 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 8 17 0 17 Mar 2020
Regularized Adaptation for Stable and Efficient Continuous-Level Learning on Image Processing Networks Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 29 0 0 11 Mar 2020
$Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding$ Ultra High Fidelity Image Compression with $\ell_\infty$ -constrained Encoding and Deep Decoding Xi Zhang Xiaolin Wu 18 1 0 10 Feb 2020
Better Compression with Deep Pre-Editing Hossein Talebi D. Kelly Xiyang Luo Ignacio Garcia Dorado Feng Yang P. Milanfar Michael Elad 16 24 0 01 Feb 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 9 42 0 18 Jan 2020