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 / 939 papers shown

Title
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 27 2 0 15 Dec 2022
CamoFormer: Masked Separable Attention for Camouflaged Object Detection Bo Yin Xuying Zhang Qibin Hou Bo Sun Deng-Ping Fan Luc Van Gool 28 51 0 10 Dec 2022
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 27 5 0 08 Dec 2022
Shadow Removal by High-Quality Shadow Synthesis Yunshan Zhong Lizhou You Yu-xin Zhang Mingbao Lin Luoqi Liu Rongrong Ji DiffM 46 1 0 08 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-Resolution Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 25 12 0 30 Nov 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 34 309 0 26 Nov 2022
Spatial-Spectral Transformer for Hyperspectral Image Denoising Miaoyu Li Ying Fu Yulun Zhang 21 68 0 25 Nov 2022
Mutual Guidance and Residual Integration for Image Enhancement Kun Zhou Kenkun Liu Wenbo Li Xiaoguang Han Jiangbo Lu 33 1 0 25 Nov 2022
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 33 142 0 24 Nov 2022
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results Benjamin Kiefer Matej Kristan Janez Pervs Lojze vZust Fabio Poiesi ... Chih-Chung Hsu X. Hou Yu-An Jhang Simon X. Yang Mau-Tsuen Yang 44 21 0 24 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 29 142 0 22 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 24 75 0 21 Nov 2022
Blur Interpolation Transformer for Real-World Motion from Blur Zhihang Zhong Ming Cao Xiang Ji Yinqiang Zheng Imari Sato ViT 28 25 0 21 Nov 2022
Hybrid Transformer Based Feature Fusion for Self-Supervised Monocular Depth Estimation S. Tomar Maitreya Suin A. N. Rajagopalan ViT MDE 18 4 0 20 Nov 2022
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems Hyungjin Chung Jeongsol Kim Sehui Kim J. C. Ye DiffM 30 97 0 19 Nov 2022
Stereo Image Rain Removal via Dual-View Mutual Attention Yanyan Wei Zhao Zhang Zhong-zhong Zhao Yang Zhao Richang Hong Yi Yang 18 3 0 18 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 32 12 0 14 Nov 2022
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 32 27 0 13 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 28 1 0 10 Nov 2022
Lightweight network towards real-time image denoising on mobile devices Zhuoqun Liu Meiguang Jin Ying Chen Huaida Liu Canqian Yang H. Xiong 21 3 0 09 Nov 2022
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION Zhuang Liu Zhichao Zhao Ye Yuan Zhi Qiao Jinfeng Bai Zhilong Ji 27 0 0 30 Oct 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu Moncef Gabbouj ViT 24 8 0 25 Oct 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 19 23 0 24 Oct 2022
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 21 4 0 24 Oct 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results Furkan Kinli Sami Mentecs Barics Ozcan Furkan Kiracc Radu Timofte ... Sungjun Kim Guisik Kim Seohyeon Lee S. Nathan Priya Kansal 33 10 0 17 Oct 2022
Meta Transferring for Deblurring Po-Sheng Liu Fu-Jen Tsai Yanbin Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 17 2 0 14 Oct 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Chen Change Loy 17 45 0 12 Oct 2022
GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal Fan Zhang Shaodi You Yu Li Ying Fu 41 5 0 10 Oct 2022
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior Xiaole Tang Xile Zhao Jun Liu Jianli Wang Yuchun Miao T. Zeng UQCV 19 13 0 09 Oct 2022
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems Chawin Sitawarin Florian Tramèr Nicholas Carlini AAML 70 8 0 07 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 28 96 0 04 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 26 15 0 03 Oct 2022
EraseNet: A Recurrent Residual Network for Supervised Document Cleaning Yashowardhan Shinde Kishore Kulkarni Sachin Kuberkar 19 0 0 03 Oct 2022
Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising Jiahuan Ren Zhao Zhang Richang Hong Mingliang Xu Yi Yang Shuicheng Yan 33 1 0 02 Oct 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 22 0 0 28 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 28 48 0 23 Sep 2022
DPFNet: A Dual-branch Dilated Network with Phase-aware Fourier Convolution for Low-light Image Enhancement Yunliang Zhuang Zhuoran Zheng Chengzhi Lyu 30 7 0 16 Sep 2022
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report Qingyu Yang Guang Yang Jun Jiang Chongyi Li Ruicheng Feng Shangchen Zhou Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 23 4 0 15 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 32 20 0 15 Sep 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 24 11 0 13 Sep 2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising Se-In Jang T. Pan Ye Li P. Heidari Junyu Chen Quanzheng Li Kuang Gong ViT MedIm 33 27 0 07 Sep 2022
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal Qianhao Yu Naishan Zheng Jie Huang Fengmei Zhao 27 13 0 06 Sep 2022
LKD-Net: Large Kernel Convolution Network for Single Image Dehazing Pinjun Luo Guoqiang Xiao Xinbo Gao Song Wu 19 31 0 05 Sep 2022
Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service Kuiyuan Zhang Zhongyun Hua Yuanman Li Yushu Zhang Yicong Zhou 12 4 0 05 Sep 2022
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging Lishun Wang Miao Cao Yong Zhong Xin Yuan 19 47 0 04 Sep 2022
CAIR: Fast and Lightweight Multi-Scale Color Attention Network for Instagram Filter Removal Woon-Ha Yeo Wang-Taek Oh Kyung-Su Kang Young-Il Kim Han-Cheol Ryu 27 2 0 30 Aug 2022
Removing Rain Streaks via Task Transfer Learning Yinglong Wang Chao Ma Jianzhuang Liu 23 2 0 28 Aug 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 14 2 0 27 Aug 2022
Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh Brian Lee Fei Lei Huaijin Chen Alexis Baudron MDE 19 6 0 25 Aug 2022