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
DeblurGS: Gaussian Splatting for Camera Motion Blur Jeongtaek Oh Jaeyoung Chung Dongwoo Lee Kyoung Mu Lee 3DGS 64 9 0 17 Apr 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs Georgy Perevozchikov Nancy Mehta Mahmoud Afifi Radu Timofte 40 3 0 16 Apr 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report Bin Ren Yawei Li Nancy Mehta Radu Timofte Hongyuan Yu ... P. Yashaswini Chaitra Desai R. Tabib Ujwala Patil U. Mudenagudi SupR 47 34 0 16 Apr 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 37 0 0 16 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 39 33 0 15 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 40 1 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li-Na Song Wenjun Zhang Zhiwu Huang MLLM 44 0 0 15 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 39 36 0 15 Apr 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective Yuguang Shi DiffM 34 0 0 13 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 50 2 0 12 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 37 1 0 11 Apr 2024
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model Yijia Chen Pinghua Chen Xiangxin Zhou Yingtie Lei Ziyang Zhou Mingxian Li 54 1 0 10 Apr 2024
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization Yixin Yang Jiangxin Dong Jinhui Tang Jinshan Pan 31 1 0 09 Apr 2024
LIPT: Latency-aware Image Processing Transformer Junbo Qiao Wei Li Haizhen Xie Hanting Chen Yunshuai Zhou Zhijun Tu Jie Hu Shaohui Lin SupR VLM 39 1 0 09 Apr 2024
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging Gang Qu Ping Wang Xin Yuan MedIm 32 1 0 07 Apr 2024
Collaborative Feedback Discriminative Propagation for Video Super-Resolution Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan SupR 51 1 0 06 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 48 0 0 06 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 40 24 0 06 Apr 2024
Robust Gaussian Splatting François Darmon Lorenzo Porzi Samuel Rota Buló Peter Kontschieder 3DGS 38 15 0 05 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 40 1 0 03 Apr 2024
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration Akshay Dudhane Omkar Thawakar Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang AI4CE 46 6 0 02 Apr 2024
RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement T. Gaintseva Martin Benning Gregory Slabaugh 32 2 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 35 2 0 02 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 38 23 0 02 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 37 7 0 01 Apr 2024
Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach Guoqiang Liang Kanghao Chen Hangyu Li Yunfan Lu Lin Wang 3DV 48 15 0 01 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 32 33 0 31 Mar 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 44 4 0 31 Mar 2024
Spread Your Wings: A Radial Strip Transformer for Image Deblurring Duosheng Chen Shihao Zhou Jinshan Pan Jinglei Shi Lishen Qu Jufeng Yang ViT 29 0 0 30 Mar 2024
SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising Runmin Zhang Zhuopu Yu Zehua Sheng Jiacheng Ying Sixi Cao Shu-Jie Chen Bailin Yang Junwei Li Hui-Liang Shen 23 3 0 30 Mar 2024
Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal Lishen Qu Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Jufeng Yang 54 1 0 30 Mar 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Lishen Qu Jufeng Yang VLM 26 3 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 42 2 0 30 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 45 13 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 50 31 0 29 Mar 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 28 4 0 28 Mar 2024
Towards Image Ambient Lighting Normalization Florin-Alexandru Vasluianu Tim Seizinger Zongwei Wu Rakesh Ranjan Radu Timofte DiffM 52 2 0 27 Mar 2024
Ship in Sight: Diffusion Models for Ship-Image Super Resolution Luigi Sigillo R. F. Gramaccioni Alessandro Nicolosi Danilo Comminiello 23 3 0 27 Mar 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 44 5 0 26 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 1 0 26 Mar 2024
CT-Bound: Robust Boundary Detection From Noisy Images Via Hybrid Convolution and Transformer Neural Networks Wei Xu Junjie Luo Qi Guo 32 1 0 25 Mar 2024
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion Xunpeng Yi Han Xu Hao Zhang Linfeng Tang Jiayi Ma 37 39 0 25 Mar 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 35 3 0 24 Mar 2024
Latent Neural Cellular Automata for Resource-Efficient Image Restoration Andrea Menta Alberto Archetti Matteo Matteucci 51 1 0 22 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 43 12 0 22 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 40 17 0 21 Mar 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 34 22 0 19 Mar 2024
GT-Rain Single Image Deraining Challenge Report Howard Zhang Yunhao Ba Ethan Yang Rishi Upadhyay Alex Wong ... Zhao Zhang Yanyan Wei Jiahuan Ren Suiyi Zhao Huan Zheng 26 1 0 18 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 48 53 0 18 Mar 2024