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
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tong Lu Tae-Kyun Kim Wei Liu Hongdong Li ViT 29 30 0 29 May 2023
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring Nikita Alutis Egor Chistov M. Dremin D. Vatolin 24 0 0 27 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning Feiyu Li Jun Yang 24 1 0 27 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 29 16 0 25 May 2023
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction Xinhang Liu Jiaben Chen Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang DiffM 27 15 0 24 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 26 38 0 23 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 29 8 0 22 May 2023
Why current rain denoising models fail on CycleGAN created rain images in autonomous driving Michael Kranl Hubert Ramsauer Bernhard Knapp 19 0 0 22 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu L. Kong X. Yuan DiffM 32 66 0 22 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 51 5 0 19 May 2023
Equivariant Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Kaixuan Zhang Shuang Xu Dongdong Chen Radu Timofte Luc Van Gool MedIm 29 42 0 19 May 2023
Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network Wenzhao Zhao Barbara D. Wichtmann Steffen Albert Angelika Maurer F. G. Zollner Ulrike Attenberger Jurgen Hesser 22 1 0 17 May 2023
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging Lishun Wang Miao Cao Xin Yuan 18 16 0 17 May 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 26 5 0 17 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 16 9 0 17 May 2023
Toward Moiré-Free and Detail-Preserving Demosaicking Xuan-Yi Li Y. Niu Bo-Lu Zhao Haoyuan Shi Zitong An 31 1 0 15 May 2023
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models Aboli Rajan Marathe Deva Ramanan Rahee Walambe K. Kotecha 25 30 0 12 May 2023
T-former: An Efficient Transformer for Image Inpainting Ye Deng Siqi Hui Sanping Zhou Deyu Meng Jinjun Wang ViT 16 30 0 12 May 2023
Computational Optics for Mobile Terminals in Mass Production Shiqi Chen Ting Lin H. Feng Zhi-hai Xu Qi Li Yue-ting Chen 24 21 0 10 May 2023
Restormer-Plus for Real World Image Deraining: the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3) Chaochao Zheng Luping Wang Bin Liu 22 0 0 09 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 32 18 0 09 May 2023
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark X. Lin Jingtong Yue Sixian Ding Chao Ren Lu Qi Ming-Hsuan Yang 32 1 0 06 May 2023
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network K. Ishikawa Daiki Takeuchi N. Harada Takehiro Moriya 10 1 0 27 Apr 2023
GRIG: Few-Shot Generative Residual Image Inpainting Wanglong Lu Xianta Jiang Xiaogang Jin Yong-Liang Yang Minglun Gong Tao Wang Kaijie Shi Hanli Zhao GAN VLM 32 3 0 24 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 24 77 0 20 Apr 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 9 3 0 20 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu DiffM 36 8 0 18 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 30 100 0 17 Apr 2023
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement Yuhui Wu Chen Pan Guoqing Wang Yang Yang Jiwei Wei Chongyi Li Hengtao Shen 39 81 0 14 Apr 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement Nancy Mehta Akshay Dudhane Subrahmanyam Murala Syed Waqas Zamir Salman Khan F. Khan 19 16 0 13 Apr 2023
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input Senmao Tian Ming Lu Jiaming Liu Yandong Guo Yurong Chen Shunli Zhang SupR MQ 22 11 0 13 Apr 2023
DDT: Dual-branch Deformable Transformer for Image Denoising Kangliang Liu Xiangcheng Du Sijie Liu Yingbin Zheng Xingjiao Wu Cheng Jin ViT 16 5 0 13 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying Chen Guangwei Gao T. Zeng ViT 22 22 0 13 Apr 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair Xianrui Luo Juewen Peng Weiyue Zhao Ke Xian Hao Lu Zhiguo Cao 19 3 0 11 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 38 211 0 10 Apr 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 33 5 0 06 Apr 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 11 3 0 04 Apr 2023
Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training Haram Choi Cheolwoong Na Jinseop S. Kim Jihoon Yang ViT 43 3 0 04 Apr 2023
Burstormer: Burst Image Restoration and Enhancement Transformer Akshay Dudhane Syed Waqas Zamir Salman Khan F. Khan Ming Yang 30 31 0 03 Apr 2023
Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising Miaoyu Li Ji Liu Ying Fu Yulun Zhang Dejing Dou ViT 13 57 0 03 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising Zichun Wang Ying Fu Ji Liu Yulun Zhang 22 41 0 02 Apr 2023
Learning Dynamic Style Kernels for Artistic Style Transfer Wenju Xu Chengjiang Long Yongwei Nie 23 14 0 02 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Ran He 35 2 0 31 Mar 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
HDR Imaging with Spatially Varying Signal-to-Noise Ratios Yiheng Chi Xingguang Zhang Stanley H. Chan 6 13 0 30 Mar 2023
PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-performance Cloud Removal from Multi-temporal Satellite Imagery Xuechao Zou Keqin Li Junliang Xing Pin Tao Yachao Cui 21 15 0 29 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi-Xin Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 19 17 0 29 Mar 2023
Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding Y. Oh J. Park Jaeha Kim Gyeongsik Moon Kyoung Mu Lee 3DH 34 9 0 27 Mar 2023