Restormer: Efficient Transformer for High-Resolution Image Restoration

18 November 2021

Salman Khan

Ming-Hsuan Yang

Papers citing "Restormer: Efficient Transformer for High-Resolution Image Restoration"

50 / 942 papers shown

Title
DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement Jingchun Zhou Zongxin He Qiuping Jiang Kui Jiang Xianping Fu Xuelong Li 19 1 0 12 Dec 2023
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater Jingchun Zhou Qilin Gai Kin-Man Lam Xianping Fu 29 0 0 12 Dec 2023
Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior Kai Pan Linyang Li Li Lin Pujin Cheng Junyan Lyu Lei Xi Xiaoying Tang 27 0 0 12 Dec 2023
Textual Prompt Guided Image Restoration Qiuhai Yan Aiwen Jiang Kang Chen Long Peng Qiaosi Yi Chunjie Zhang DiffM VLM 31 10 0 11 Dec 2023
Learning to See Low-Light Images via Feature Domain Adaptation Qirui Yang Qihua Cheng Huanjing Yue Le Zhang Yihao Liu Jingyu Yang 23 4 0 11 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 18 6 0 09 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 39 25 0 08 Dec 2023
EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer Fei Wang Dan Guo Kun Li Mengqing Wang 36 24 0 07 Dec 2023
STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition Nguyen Huu Bao Long ViT 42 12 0 06 Dec 2023
STEREOFOG -- Computational DeFogging via Image-to-Image Translation on a real-world Dataset Anton Pollak Rajesh Menon 31 0 0 04 Dec 2023
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network Neeraj Baghel S. Dubey Satish Kumar Singh ViT 27 2 0 04 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 37 2 0 04 Dec 2023
J-Net: Improved U-Net for Terahertz Image Super-Resolution Woon-Ha Yeo Seung-Hwan Jung Seung Jae Oh I. Maeng Eui Su Lee Han-Cheol Ryu SupR 29 3 0 04 Dec 2023
Language-driven All-in-one Adverse Weather Removal Hao Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 29 18 0 03 Dec 2023
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution Dongdong Li Zhongliang Zeng Zhe Wang Hai Yang 23 0 0 03 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation Subhajit Paul Ashutosh Gupta 21 2 0 29 Nov 2023
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution Shi Chen Lefei Zhang Liangpei Zhang 27 14 0 29 Nov 2023
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi Haoshuai Zheng Chen Xu Changsheng Dong Bin Pan Xueshuo Xie Along He Tao Li Huazhu Fu DiffM 38 3 0 25 Nov 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 55 27 0 20 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 27 10 0 20 Nov 2023
Structure-Aware Sparse-View X-ray 3D Reconstruction Yuanhao Cai Jiahao Wang Alan L. Yuille Zongwei Zhou Angtian Wang 20 31 0 18 Nov 2023
DSR-Diff: Depth Map Super-Resolution with Diffusion Model Yuan Shi Bin Xia Rui Zhu Qingmin Liao Wenming Yang DiffM 22 0 0 16 Nov 2023
MARformer: An Efficient Metal Artifact Reduction Transformer for Dental CBCT Images Yuxuan Shi Jun Xu Dinggang Shen MedIm 33 0 0 16 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 20 1 0 09 Nov 2023
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 30 0 0 08 Nov 2023
RobustMat: Neural Diffusion for Street Landmark Patch Matching under Challenging Environments Rui She Qiyu Kang Sijie Wang Yuan-Rui Yang Kai Zhao Yang Song Wee Peng Tay 20 9 0 07 Nov 2023
CCMR: High Resolution Optical Flow Estimation via Coarse-to-Fine Context-Guided Motion Reasoning Azin Jahedi Maximilian Luz Marc Rivinius Andrés Bruhn 22 2 0 05 Nov 2023
Detecting Generated Images by Real Images Only Xiuli Bi Bo Liu Fan Yang Bin Xiao Weisheng Li Gao Huang P. Cosman 43 9 0 02 Nov 2023
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Weiwen Chen Zinuo Li Shenghong Luo Weiwen Chen Mingxian Li Chi-Man Pun ViT 19 5 0 31 Oct 2023
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation Tingting Wu Zhiyan Du Zhi Li Feng-Lei Fan Tieyong Zeng 28 2 0 30 Oct 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 35 9 0 27 Oct 2023
DocStormer: Revitalizing Multi-Degraded Colored Document Images to Pristine PDF Chaowei Liu Jichun Li Yihua Teng Chaoqun Wang Nuo Xu Jihao Wu Dandan Tu 21 2 0 27 Oct 2023
Learning Real-World Image De-Weathering with Imperfect Supervision Xiaohui Liu Zhilu Zhang Xiaohe Wu Chaoyu Feng Xiaotao Wang Lei Lei Wangmeng Zuo 23 3 0 23 Oct 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 46 3 0 22 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang Pan Zhou Shuicheng Yan Liang Lin 24 26 0 20 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 27 3 0 20 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 27 24 0 19 Oct 2023
LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising Dayang Wang Yongshun Xu Shuo Han Zhan Wu Li Zhou Bahareh Morovati Hengyong Yu MedIm 46 2 0 19 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 24 27 0 18 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 24 18 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 46 43 0 16 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 21 16 0 16 Oct 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 42 1 0 13 Oct 2023
Three-Stage Cascade Framework for Blurry Video Frame Interpolation Pengcheng Lei Zaoming Yan Tingting Wang Faming Fang Guixu Zhang 22 0 0 09 Oct 2023
Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn Sanhita Pathak V. Kaushik Brejesh Lall DiffM 36 2 0 08 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 39 19 0 05 Oct 2023
MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation Xuhang Chen Chi-Man Pun Shuqiang Wang MedIm 29 22 0 04 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 75 31 0 02 Oct 2023
EGVD: Event-Guided Video Deraining Yueyi Zhang Jin Wang Wenming Weng Xiaoyan Sun Zhiwei Xiong 23 0 0 29 Sep 2023