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
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 47 7 0 01 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 45 5 0 30 May 2024
All-In-One Medical Image Restoration via Task-Adaptive Routing Zhiwen Yang Haowei Chen Ziniu Qian Yang Yi Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm 35 10 0 30 May 2024
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining Dong Li Yidi Liu Xueyang Fu Senyan Xu Zheng-Jun Zha Mamba 59 10 0 29 May 2024
Single image super-resolution based on trainable feature matching attention network Qizhou Chen Qing Shao SupR 56 17 0 29 May 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 48 16 0 29 May 2024
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining Huiling Zhou Xianhao Wu Hongming Chen AI4CE ViT 27 0 0 28 May 2024
Image Deraining with Frequency-Enhanced State Space Model Shugo Yamashita Masaaki Ikehara 43 2 0 26 May 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 29 10 0 25 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 29 5 0 24 May 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer Wei Dong Han Zhou Ruiyi Wang Xiaohong Liu Guangtao Zhai Jun Chen ViT 58 9 0 24 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 49 3 0 23 May 2024
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry Toukir Ahmed Md Wadud Ahmed Ocean Monjur J. Emmert Girish Chowdhary Mohammed Kamruzzaman 29 11 0 22 May 2024
FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging Mohammed Talha Alam Raza Imam Mohsen Guizani Fakhri Karray 49 2 0 22 May 2024
DARK: Denoising, Amplification, Restoration Kit Zhuoheng Li Yuheng Pan Houcheng Yu Zhiheng Zhang 28 2 0 21 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 43 0 0 19 May 2024
GestFormer: Multiscale Wavelet Pooling Transformer Network for Dynamic Hand Gesture Recognition Mallika Garg Debashis Ghosh P. M. Pradhan SLR ViT 46 2 0 18 May 2024
RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing Huiling Zhou Xianhao Wu Hongming Chen Xiang Chen Xin He 43 9 0 16 May 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Shuai Liu Lingchen Sun Rongyuan Wu Xindong Zhang Huiyu Zeng Lei Zhang 55 18 0 16 May 2024
WaterMamba: Visual State Space Model for Underwater Image Enhancement Meisheng Guan Haiyong Xu G. Jiang Mei Yu Yeyao Chen Ting Luo Yang Song Mamba 45 2 0 14 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 55 9 0 10 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing L. Tong Yun-Peng Liu Tian-Chun Ye Weijia Li Liyuan Chen Erkang Chen 32 0 0 09 May 2024
RPBG: Towards Robust Neural Point-based Graphics in the Wild Qingtian Zhu Zizhuang Wei Zhongtian Zheng Yifan Zhan Zhuyu Yao Jiawang Zhang Kejian Wu Yinqiang Zheng 30 2 0 09 May 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results Yaqi Wu Zhihao Fan X. Chu Jimmy S. Ren Xiaoming Li ... Hui Xiong Wei Yu Bingchun Luo S. Nathan Priya Kansal 34 4 0 08 May 2024
DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks Jiaxin Zhang Dezhi Peng Chongyu Liu Peirong Zhang Lianwen Jin VLM 43 12 0 07 May 2024
Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation Dong Lao Congli Wang Alex Wong Stefano Soatto 52 5 0 06 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 29 11 0 05 May 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration Xiaole Tang Xin Hu Xiang Gu Jian Sun 39 3 0 05 May 2024
Deep Image Restoration For Image Anti-Forensics Eren Tahir Mert Bal 29 1 0 04 May 2024
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers Yuchuan Tian Zhijun Tu Hanting Chen Jie Hu Chao Xu Yunhe Wang 38 16 0 04 May 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Mamba 37 19 0 02 May 2024
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring Nianzu Qiao Lamei Di Changyin Sun 42 0 0 02 May 2024
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Dafeng Zhang Xiaoming Li Zongsheng Yue Chongyi Li ... Yingli Zhang Mingde Hou S. YaoLevinM Aniruth Sundararajan Hari Kumar 40 1 0 30 Apr 2024
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal Zhuohao Li Guoyang Xie Guannan Jiang Zhichao Lu 39 3 0 29 Apr 2024
Reconstructing Satellites in 3D from Amateur Telescope Images Zhiming Chang Boyang Liu Yifei Xia Youming Guo Boxin Shi He Sun 3DGS 57 2 0 29 Apr 2024
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing Jinming Cao Sicheng Shen Qiu Zhou Yifang Yin Yangyan Li Roger Zimmermann 43 1 0 28 Apr 2024
Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding Weijie Bao Yuantong Zhang Jianghao Jia Zhenzhong Chen Shan Liu 40 0 0 28 Apr 2024
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color Encoder Zheng Cheng Guodong Fan Jingchun Zhou Senior Member Ieee Min Gan F. I. C. L. Philip Chen 52 6 0 27 Apr 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 42 13 0 26 Apr 2024
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention Zhenghong Li Jiaxiang Ren Wensheng Cheng C. Du Yingtian Pan Haibin Ling 50 0 0 26 Apr 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte Jianxing Zhang Jia Li ... Jun Chen Jinyang Yu Kele Xu Qisheng Xu Yong Dou SupR 33 13 0 24 Apr 2024
SRAGAN: Saliency Regularized and Attended Generative Adversarial Network for Chinese Ink-wash Painting Generation Xiang Gao Yuqi Zhang GAN 43 0 0 24 Apr 2024
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence R. Saha Dehao Qin Nianyi Li Jinwei Ye Suren Jayasuriya 43 5 0 21 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 36 14 0 19 Apr 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization Insoo Kim Jae Seok Choi Geonseok Seo Kinam Kwon Jinwoo Shin Hyong-Euk Lee 50 3 0 18 Apr 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 45 4 0 18 Apr 2024
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer Wei Dong Han Zhou Yuqiong Tian Jingke Sun Xiaohong Liu Guangtao Zhai Jun Chen ViT 44 8 0 18 Apr 2024
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 41 1 0 18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 48 16 0 17 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 34 1 0 17 Apr 2024