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
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 24 1 0 05 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 42 1 0 04 Feb 2024
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal Tao Wang Wanglong Lu Kaihao Zhang Wenhan Luo Tae-Kyun Kim Tong Lu Hongdong Li Ming-Hsuan Yang 36 5 0 04 Feb 2024
Image Fusion via Vision-Language Model Zixiang Zhao Lilun Deng Haowen Bai Yukun Cui Zhipeng Zhang ... Haotong Qin Dongdong Chen Jiangshe Zhang Peng Wang Luc Van Gool VLM 38 20 0 03 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 33 0 0 02 Feb 2024
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents Zelong Li Wenyue Hua Hao Wang He Zhu Yongfeng Zhang LLMAG 72 19 0 01 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 25 49 0 29 Jan 2024
CPDM: Content-Preserving Diffusion Model for Underwater Image Enhancement Xiao-Wen Shi Yuan-Gen Wang 38 6 0 28 Jan 2024
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection Shuai Yuan Hanlin Qin Xiang Yan Naveed Akhtar Ajmal Mian ViT 52 43 0 28 Jan 2024
ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping Shuai Yuan Hanlin Qin Xiang Yan Shiqi Yang Shuowen Yang Naveed Akhtar Huixin Zhou 96 5 0 28 Jan 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 35 11 0 26 Jan 2024
LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement A. Brateanu R. Balmez A. Avram C. C. Orhei ViT 36 17 0 26 Jan 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 43 0 0 26 Jan 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 24 0 0 24 Jan 2024
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution Feiwei Qin Kang Yan Changmiao Wang Ruiquan Ge Yong Peng Kai Zhang ViT 38 9 0 22 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 42 4 0 21 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 33 2 0 19 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 24 0 0 18 Jan 2024
Efficient Image Super-Resolution via Symmetric Visual Attention Network Chengxu Wu Qinrui Fan Shu Hu Xi Wu Xin Wang Jing Hu SupR 35 3 0 17 Jan 2024
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network Zida Chen Ziran Zhang Haoying Li Menghao Li Yue-ting Chen Qi Li H. Feng Zhi-hai Xu Shiqi Chen 25 1 0 16 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 16 2 0 11 Jan 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach Gang Wu Junjun Jiang Junpeng Jiang Xianming Liu SupR 43 7 0 11 Jan 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 27 0 0 10 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 26 11 0 08 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring Geunhyuk Youk Jihyong Oh Munchurl Kim 30 9 0 08 Jan 2024
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation Qiang Fu Matheus Souza E. Choi Suhyun Shin Seung-Hwan Baek Wolfgang Heidrich 45 0 0 08 Jan 2024
RustNeRF: Robust Neural Radiance Field with Low-Quality Images Mengfei Li Ming Lu Xiaofang Li Shanghang Zhang 37 1 0 06 Jan 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 44 16 0 03 Jan 2024
Boosting of Implicit Neural Representation-based Image Denoiser Zipei Yan Zhengji Liu Jizhou Li AI4CE 14 1 0 03 Jan 2024
Deblurring 3D Gaussian Splatting Byeonghyeon Lee Howoong Lee Xiangyu Sun Usman Ali Eunbyung Park 3DGS 36 41 0 01 Jan 2024
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness Prior Byeonghyeon Lee Howoong Lee Usman Ali Eunbyung Park 44 7 0 01 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 39 2 0 31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 27 9 0 29 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 26 26 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 29 3 0 28 Dec 2023
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation Rongyu Zhang Yulin Luo Jiaming Liu Huanrui Yang Zhen Dong ... Tomoyuki Okuno Yohei Nakata Kurt Keutzer Yuan Du Shanghang Zhang MoMe MoE 40 3 0 27 Dec 2023
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 46 18 0 27 Dec 2023
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Xiaogang Xu Zhe Liu 30 0 0 26 Dec 2023
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 35 6 0 24 Dec 2023
ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration Fu-Jen Tsai Yan-Tsung Peng Chen-Yu Chang Chan-Yu Li Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 33 0 0 22 Dec 2023
Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence Hongyuan Wang Lizhi Wang Jiang Xu Chang Chen Xue Hu Fenglong Song Youliang Yan 27 0 0 20 Dec 2023
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues Xingxing Yang Jie Chen Zaifeng Yang 19 10 0 18 Dec 2023
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation Jia-Hao Wu Fu-Jen Tsai Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin DiffM 33 6 0 18 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 59 2 0 15 Dec 2023
Polyper: Boundary Sensitive Polyp Segmentation Hao Shao Yang Zhang Qibin Hou 18 10 0 14 Dec 2023
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook Wenbin Zou Hongxia Gao Tian-Chun Ye Liang Chen Weipeng Yang Shasha Huang Hongsheng Chen Sixiang Chen 55 8 0 14 Dec 2023
Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset T. Kim H. Jeon Y. Lim 21 2 0 13 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 30 2 0 13 Dec 2023
ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning Haowen Bai Zixiang Zhao Jiangshe Zhang Yichen Wu Lilun Deng Yukun Cui Shuang Xu Baisong Jiang 40 6 0 13 Dec 2023
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 39 45 0 12 Dec 2023