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 / 938 papers shown

Title
Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Z. Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 75 0 0 04 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su Siyuan Li Yuning Cui Miao Cao Y. Zhang Z. Chen Zongliang Wu Z. Wang Y. Zhang Xin Yuan 60 0 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Z. Wang Yang Zou Z. Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 78 1 0 03 Mar 2025
Blind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality Consistency Siddhant Prakash David R. Walton R. K. D. Anjos A. Steed Tobias Ritschel 39 0 0 03 Mar 2025
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning Linhao Li Changhui Su Yu Guo Huimao Zhang Dong Liang K. Shang MedIm 53 0 0 03 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 41 0 0 28 Feb 2025
Adaptive Identification of Blurred Regions for Accurate Image Deblurring Hu Gao Depeng Dang 41 0 0 28 Feb 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 67 0 0 28 Feb 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring Hu Gao Depeng Dang 50 0 0 27 Feb 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 46 5 0 27 Feb 2025
PrimeK-Net: Multi-scale Spectral Learning via Group Prime-Kernel Convolutional Neural Networks for Single Channel Speech Enhancement Zizhen Lin Junyu Wang Ruili Li Fei Shen Xi Xuan 64 0 0 27 Feb 2025
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial Images Zhirui Kuai Liu Yang Huiyu Duan Yuxing Han Guoyu Tang P. Callet 81 2 0 24 Feb 2025
High-resolution Rainy Image Synthesis: Learning from Rendering Kaibin Zhou Shengjie Zhao Hao Deng Lin Zhang 44 0 0 23 Feb 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields Taewoo Kim Yujeong Chae Hyun-Kurl Jang Kuk-Jin Yoon 86 34 0 20 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 93 3 0 20 Feb 2025
A Physics-Informed Blur Learning Framework for Imaging Systems Liqun Chen Yuxuan Li Jun Dai Jinwei Gu Tianfan Xue 70 0 0 17 Feb 2025
Guidance-base Diffusion Models for Improving Photoacoustic Image Quality Tatsuhiro Eguchi Shumpei Takezaki Mihoko Shimano Takayuki Yagi Ryoma Bise MedIm 56 0 0 10 Feb 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 189 0 0 10 Feb 2025
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement Muhammad Turab 67 0 0 09 Feb 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 85 0 0 06 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
Towards Robust and Generalizable Lensless Imaging with Modular Learned Reconstruction Eric Bezzam Yohann Perron M. Vetterli 54 0 0 03 Feb 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring Xiaopeng Lin Yulong Huang Hongwei Ren Zunchang Liu Yue Zhou Haotian Fu Bojun Cheng 39 0 0 28 Jan 2025
Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos Xianrui Luo Juewen Peng Zhongang Cai Lei Yang Fan Yang Zhiguo Cao Guosheng Lin VGen 168 0 0 23 Jan 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Q. Zhang L. Zhang Bo Du 196 0 0 22 Jan 2025
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models Wang Pang Zhihao Zhan Xiang Zhu Yechao Bai DiffM 73 1 0 22 Jan 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 74 0 0 21 Jan 2025
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Bing-Huang Su Fanjiang Xu Hui Xiong 53 0 0 15 Jan 2025
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 43 0 0 11 Jan 2025
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Xiaojiao Guo Xuhang Chen Shuqiang Wang Chi-Man Pun 29 5 0 06 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 84 1 0 03 Jan 2025
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer Ziyang Chen Yongjun Zhang Wenting Li Bingshu Wang Yabo Wu Yong Zhao C. L. P. Chen 49 0 0 02 Jan 2025
Leveraging Scene Geometry and Depth Information for Robust Image Deraining Ningning Xu Jidong J. Yang 38 0 0 31 Dec 2024
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage Yang Hu Jinxia Zhang Kaihua Zhang Yin Yuan Jiale Huang Z. Zhan X. Wang 56 1 0 31 Dec 2024
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions Mikhail Papkov P. Chizhov L. Parts ViT 47 2 0 31 Dec 2024
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 37 0 0 28 Dec 2024
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention Mingyuan Meng M. Fulham Lei Bi Jinman Kim OOD ViT MedIm 27 0 0 24 Dec 2024
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 79 0 0 21 Dec 2024
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 90 2 0 21 Dec 2024
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 Dec 2024
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 97 0 0 17 Dec 2024
Predicting the Original Appearance of Damaged Historical Documents Zhenhua Yang Dezhi Peng Yongxin Shi Yuyi Zhang Chongyu Liu Lianwen Jin 72 2 0 16 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 95 0 0 15 Dec 2024
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Yucong Meng Zhiwei Yang Yonghong Shi Zhijian Song 77 2 0 14 Dec 2024
LAN: Learning to Adapt Noise for Image Denoising Changjin Kim Tae Hyun Kim Sungyong Baik 96 4 0 14 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 85 0 0 13 Dec 2024
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 88 0 0 06 Dec 2024
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage D. Ivanova Marco Aversa Paul Henderson John Williamson 81 0 0 05 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu J. Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Y. Wang Lizhuang Ma 85 1 0 05 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 78 1 0 05 Dec 2024