Residual Non-local Attention Networks for Image Restoration

24 March 2019

Papers citing "Residual Non-local Attention Networks for Image Restoration"

50 / 252 papers shown

Title
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing Mehmet Yamaç Muhammad Numan Yousaf S. Kiranyaz M. Gabbouj 22 1 0 17 Apr 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 30 0 0 14 Apr 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 51 0 0 26 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 53 0 0 22 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 87 0 0 17 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 37 0 0 10 Mar 2025
Multi-level Attention-guided Graph Neural Network for Image Restoration Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 33 0 0 26 Feb 2025
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 81 0 0 06 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 97 1 0 27 Nov 2024
MambaIRv2: Attentive State Space Restoration Hang Guo Yong Guo Yaohua Zha Yulun Zhang W. J. Li Tao Dai Shu-Tao Xia Yawei Li Mamba 118 12 0 22 Nov 2024
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 26 0 0 08 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 24 0 0 28 Oct 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 24 0 0 13 Oct 2024
Rethinking Image Super-Resolution from Training Data Perspectives Go Ohtani Ryu Tadokoro Ryosuke Yamada Yuki M. Asano Iro Laina Christian Rupprecht Nakamasa Inoue Rio Yokota Hirokatsu Kataoka Yoshimitsu Aoki SupR 17 1 0 01 Sep 2024
HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 29 0 0 30 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 24 9 0 15 Aug 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 46 2 0 29 Jul 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 44 10 0 25 Jul 2024
Haze-Aware Attention Network for Single-Image Dehazing L. Tong Yun-Peng Liu Weijia Li Liyuan Chen Erkang Chen 34 6 0 16 Jul 2024
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution Xiang Zhang Yulun Zhang Fisher Yu 29 15 0 08 Jul 2024
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution Soufiane Belharbi Mara K M Whitford Phuong Hoang Shakeeb Murtaza Luke McCaffrey Eric Granger 33 0 0 13 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 30 3 0 30 May 2024
Single image super-resolution based on trainable feature matching attention network Qizhou Chen Qing Shao SupR 54 16 0 29 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 27 5 0 24 May 2024
MambaVC: Learned Visual Compression with Selective State Spaces Shiyu Qin Jinpeng Wang Yimin Zhou Bin Chen Tianci Luo Baoyi An Tao Dai Shu-Tao Xia Yaowei Wang Mamba 34 13 0 24 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 38 3 0 23 May 2024
Sensitivity Decouple Learning for Image Compression Artifacts Reduction Li Ma Yifan Zhao Peixi Peng Yonghong Tian 23 3 0 15 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 27 10 0 05 May 2024
PromptCIR: Blind Compressed Image Restoration with Prompt Learning Bingchen Li Xin Li Yiting Lu Ruoyu Feng Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen 30 13 0 26 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 31 32 0 15 Apr 2024
LIPT: Latency-aware Image Processing Transformer Junbo Qiao Wei Li Haizhen Xie Hanting Chen Yunshuai Zhou Zhijun Tu Jie Hu Shaohui Lin SupR VLM 37 1 0 09 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 0 0 06 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 40 1 0 03 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 31 4 0 31 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 25 12 0 22 Mar 2024
CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement Qiang Zhu Jinhua Hao Yukang Ding Yu Liu Qiao Mo Ming-hui Sun Chao Zhou Shuyuan Zhu 28 7 0 15 Mar 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Haoze Sun X. Zou Zhensong Zhang Youliang Yan Lei Zhu 27 15 0 05 Mar 2024
Traditional Transformation Theory Guided Model for Learned Image Compression Zhiyuan Li Chenyang Ge Shun Li 21 0 0 24 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 24 0 0 23 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 29 1 0 04 Feb 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 25 126 0 24 Jan 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 32 16 0 03 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 13 3 0 28 Dec 2023
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility A. B. Bakht Zikai Jia Muhayy ud Din Waseem Akram L. Saad Saoud Lakmal D. Seneviratne Defu Lin Shaoming He Irfan Hussain 13 9 0 25 Dec 2023
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 13 6 0 09 Dec 2023
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network Neeraj Baghel S. Dubey Satish Kumar Singh ViT 16 2 0 04 Dec 2023
Online Video Quality Enhancement with Spatial-Temporal Look-up Tables Zefan Qu Xinyang Jiang Yifan Yang Dongsheng Li Cairong Zhao 10 0 0 22 Nov 2023
Spatial Attention-based Distribution Integration Network for Human Pose Estimation Sihan Gao Jing Zhu Xiaoxuan Zhuang Zhaoyue Wang Qijin Li 3DH 13 0 0 09 Nov 2023
Neural-based Compression Scheme for Solar Image Data Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 6 0 0 06 Nov 2023