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
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 51 5 0 17 Mar 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 41 1 0 15 Mar 2024
PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Alignment Xiaoning Liu Ao Li Zongwei Wu Yapeng Du Le Zhang Yulun Zhang Radu Timofte Ce Zhu 46 2 0 15 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 28 1 0 15 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 46 1 0 15 Mar 2024
DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video Huiqiang Sun Xingyi Li Liao Shen Xinyi Ye Ke Xian Zhiguo Cao VGen 27 8 0 15 Mar 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 37 2 0 15 Mar 2024
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising Shuai Hu Feng Gao Xiaowei Zhou Junyu Dong Q. Du 29 25 0 15 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 89 0 15 Mar 2024
NightHaze: Nighttime Image Dehazing via Self-Prior Learning Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Robby T. Tan 35 6 0 12 Mar 2024
Gabor-guided transformer for single image deraining Sijin He Guangfeng Lin ViT 44 0 0 12 Mar 2024
Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture Fei Wang Dan Guo Kun Li Zhun Zhong Mengqing Wang 42 16 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De-Chun Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 36 12 0 12 Mar 2024
Boosting Image Restoration via Priors from Pre-trained Models Xiaogang Xu Shu Kong Tao Hu Zhe Liu Ruixing Wang VLM DiffM 41 2 0 11 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming Runhua Jiang Yahong Han DiffM OODD 39 0 0 09 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 51 2 0 09 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 39 6 0 07 Mar 2024
Learning to Remove Wrinkled Transparent Film with Polarized Prior Jiaqi Tang Ruizheng Wu Xiaogang Xu Sixing Hu Ying-Cong Chen 31 0 0 07 Mar 2024
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections Zhen Yao Jiawei Xu Shuhang Hou Mooi Choo Choo Chuah 34 10 0 05 Mar 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning Yuelin Zhang Pengyu Zheng Wanquan Yan Chengyu Fang Shing Shin Cheng MedIm 48 8 0 05 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 48 2 0 05 Mar 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection Xin Zhang Tao Xiao Gepeng Ji Xuan Wu Keren Fu Qijun Zhao 57 2 0 04 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 46 11 0 03 Mar 2024
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition Lingfeng Liu Dong Ni Hangjie Yuan ViT 35 0 0 03 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 35 19 0 01 Mar 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 41 2 0 29 Feb 2024
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection Chao Hao Zitong Yu Xin Liu Jun Xu Huanjing Yue Jingyu Yang ViT 35 6 0 29 Feb 2024
NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes Cidan Shi Lihuang Fang Han Wu Xiaoyu Xian Yukai Shi Liang Lin 37 1 0 28 Feb 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 30 2 0 28 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 40 6 0 27 Feb 2024
Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining Baiang Li Zhao Zhang Huan Zheng Xiaogang Xu Yanyan Wei Jingyi Zhang Jicong Fan Meng Wang 40 0 0 25 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 34 4 0 24 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 32 1 0 24 Feb 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 58 202 0 23 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 43 0 0 23 Feb 2024
HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention Shuang Chen Amir Atapour-Abarghouei Hubert P. H. Shum ViT 43 12 0 22 Feb 2024
A unified framework of non-local parametric methods for image denoising Sébastien Herbreteau Charles Kervrann 19 0 0 21 Feb 2024
3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data Zhi-Yi Lin Bofan Lyu Judith Cueto Fernandez Eline van der Kruk Ajay Seth Xucong Zhang 3DH 37 2 0 20 Feb 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 60 63 0 19 Feb 2024
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview Alexander Auras Kanchana Vaishnavi Gandikota Hannah Droege Michael Moeller AAML 31 0 0 19 Feb 2024
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention Romain Ilbert Ambroise Odonnat Vasilii Feofanov Aladin Virmaux Giuseppe Paolo Themis Palpanas I. Redko AI4TS 52 23 0 15 Feb 2024
Color Image Denoising Using The Green Channel Prior Zhaoming Kong Xiaowei Yang 36 0 0 13 Feb 2024
Spatially-Attentive Patch-Hierarchical Network with Adaptive Sampling for Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 27 0 0 09 Feb 2024
You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Pei Wang Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 48 27 0 08 Feb 2024
UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery Wenhui Chang Hongming Chen Xin He Xiang Chen Liangduo Shen 27 6 0 08 Feb 2024
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model Junghun Cha Ali Haider Seoyun Yang Hoeyeong Jin Subin Yang A. Uddin Jaehyoung Kim Soo Ye Kim Sung-Ho Bae DiffM 33 2 0 08 Feb 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction Yuhong He Aiwen Jiang Lingfang Jiang Zhifeng Wang Lu Wang 16 2 0 07 Feb 2024
Troublemaker Learning for Low-Light Image Enhancement Yinghao Song Zhiyuan Cao Wanhong Xiang Sifan Long Bo Yang H. Ge Yanchun Liang Chunguo Wu 32 0 0 07 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts Mining Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 48 10 0 05 Feb 2024