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
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts Linfeng Tang Yeda Wang Z. Cai Junjun Jiang Jiayi Ma 45 1 0 30 Mar 2025
Unsupervised Real-World Denoising: Sparsity is All You Need Hamadi Chihaoui Paolo Favaro DiffM 47 0 0 27 Mar 2025
Multispectral Demosaicing via Dual Cameras SaiKiran Tedla Junyong Lee Beixuan Yang Mahmoud Afifi M. Brown 38 0 0 27 Mar 2025
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration Yujie Chen Haotong Qin Zhang Zhang Michelo Magno Luca Benini Yawei Li MQ 40 1 0 27 Mar 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 56 0 0 26 Mar 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 48 0 0 25 Mar 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining Guanglu Dong Tianheng Zheng Yuanzhouhan Cao L. Qing Chao Ren DiffM 61 0 0 24 Mar 2025
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach Zhi Zhang Daoyi Chen 42 0 0 23 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding K. Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 54 0 0 23 Mar 2025
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline Zeng-Hui Zhu Wei Lu Si-Bao Chen C. Ding Jin Tang Bin Luo 41 0 0 23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 61 0 0 22 Mar 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks Haijin Zeng Xiangming Wang Yongyong Chen Jingyong Su Jie Liu 148 0 0 21 Mar 2025
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables Sidi Yang Binxiao Huang Yulun Zhang Dahai Yu Yujiu Yang Ngai Wong 60 0 0 20 Mar 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 44 0 0 20 Mar 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing Shiyang Zhou Haijin Zeng Yunfan Lu Tong Shao Ke Tang Yongyong Chen Jie Liu Jingyong Su Mamba 65 0 0 20 Mar 2025
BARD-GS: Blur-Aware Reconstruction of Dynamic Scenes via Gaussian Splatting Yiren Lu Yunlai Zhou Disheng Liu Tuo Liang Yu Yin 3DGS 52 1 0 20 Mar 2025
Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal Xiangyu Li Wanshu Fan Yue Shen C. Wang Wei-Qun Wang X. Yang Qiang Zhang D. Zhou 55 0 0 20 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 52 0 0 20 Mar 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 55 0 0 18 Mar 2025
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model Yucheng Mao Boyang Wang Nilesh Kulkarni Jeong Joon Park DiffM 58 0 0 18 Mar 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 50 0 0 18 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Y. Li Jiannan Ge Hongtao Xie Yongdong Zhang 60 0 0 18 Mar 2025
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction David Serrano-Lozano Aditya Arora Luis Herranz Konstantinos G. Derpanis Michael S. Brown Javier Vázquez-Corral 60 0 0 18 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 89 0 0 17 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 53 0 0 16 Mar 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining Shun Zou Yi Zou Mingya Zhang Shipeng Luo Guangwei Gao Guojun Qi 58 0 0 15 Mar 2025
Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition Shun Zou Yi Zou Mingya Zhang Shipeng Luo Zhihao Chen Guangwei Gao ViT 51 0 0 15 Mar 2025
Noise Synthesis for Low-Light Image Denoising with Diffusion Models Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 52 0 0 14 Mar 2025
FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection Ming Deng Sijin Sun Zihao Li Xiaochuan Hu Xing Wu Mamba 42 1 0 14 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 55 1 0 13 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 82 1 0 13 Mar 2025
Dual-domain Modulation Network for Lightweight Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Guangwei Gao Zhanyu Ma SupR 64 0 0 13 Mar 2025
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion Xingxin Xu Bing Cao Yinan Xia Pengfei Zhu Q. Hu 45 0 0 13 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 55 0 0 12 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 56 0 0 12 Mar 2025
Multi-Agent Image Restoration Xu Jiang G. Li Bin Chen Jian Andrew Zhang 61 0 0 12 Mar 2025
Denoising via Repainting: an image denoising method using layer wise medical image repainting Arghya Pal Sailaja Rajanala C. Ting Raphaël C.-W. Phan MedIm 44 0 0 11 Mar 2025
Seeing Beyond Haze: Generative Nighttime Image Dehazing Beibei Lin Stephen Lin Robby T. Tan DiffM 65 0 0 11 Mar 2025
Feature Alignment with Equivariant Convolutions for Burst Image Super-Resolution Xinyi Liu Feiyu Tan Qi Xie Qian Zhao Deyu Meng SupR 71 0 0 11 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging M. Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 70 2 0 11 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images S. Sharif Abdur Rehman Zain Ul Abidin R. A. Naqvi Fayaz Ali Dharejo Radu Timofte 59 2 0 10 Mar 2025
Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion Haowen Bai Jiangshe Zhang Zixiang Zhao Lilun Deng Yukun Cui Shuang Xu 55 1 0 10 Mar 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 58 0 0 10 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 64 0 0 10 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 51 0 0 10 Mar 2025
Blind Video Super-Resolution based on Implicit Kernels Qiang Zhu Yuxuan Jiang Shuyuan Zhu Fan Zhang David Bull B. Zeng 147 0 0 10 Mar 2025
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment Jiaojiao Li Shiyao Duan Haitao XU Rui Song 39 0 0 10 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring X. Liu Yuquan Wang Z. Chen Jiezhang Cao He Zhang Y. Zhang Xiaokang Yang DiffM 76 0 0 09 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 52 0 0 08 Mar 2025