v1v2v3v4 (latest)

Simple Baselines for Image Restoration

10 April 2022

ArXiv (abs)PDF HTML Github (2530★)

Papers citing "Simple Baselines for Image Restoration"

50 / 424 papers shown

Title
Freqformer: Frequency-Domain Transformer for 3-D Visualization and Quantification of Human Retinal Circulation Lingyun Wang Bingjie Wang Jay Chhablani J. Sahel Shaohua Pi MedIm 59 2 0 17 Nov 2024
Video Denoising in Fluorescence Guided Surgery Trevor Seets Andreas Velten MedIm AI4CE 59 0 0 14 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 72 1 0 12 Nov 2024
SoundSil-DS: Deep Denoising and Segmentation of Sound-field Images with Silhouettes Risako Tanigawa K. Ishikawa Noboru Harada Yasuhiro Oikawa 94 0 0 12 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 102 1 0 12 Nov 2024
Multi-scale Frequency Enhancement Network for Blind Image Deblurring Yawen Xiang Heng Zhou Chengyang Li Zhongbo Li Yongqiang Xie 65 0 0 11 Nov 2024
Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion Yiming Sun Bing Cao Pengfei Zhu Q. Hu 83 2 0 07 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian Sun 94 4 0 03 Nov 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring Dongwoo Lee J. Park Kyoung Mu Lee 3DGS 68 0 0 31 Oct 2024
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models Shangquan Sun Wenqi Ren Ziqiang Liu Hyunhee Park Rui Wang Xiaochun Cao 70 0 0 30 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 86 5 0 20 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 113 17 0 19 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 63 2 0 11 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 121 1 0 10 Oct 2024
Causal Context Adjustment Loss for Learned Image Compression Minghao Han Shiyin Jiang Shengxi Li Xin Deng Mai Xu Ce Zhu Shuhang Gu CML 73 7 0 07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 62 4 0 04 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek Abhijith Jayakumar K. Sundar Deepjyoti Deka Sidhant Misra 110 0 0 04 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video Marco Sánchez-Beeckman Antoni Buades Nicola Brandonisio Bilel Kanoun 99 0 0 03 Oct 2024
A Survey on Diffusion Models for Inverse Problems Giannis Daras Hyungjin Chung Chieh-Hsin Lai Yuki Mitsufuji Jong Chul Ye P. Milanfar Alexandros G. Dimakis M. Delbracio MedIm 122 65 0 30 Sep 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang Dong Gong Jiumei He Yu Zhu Jinqiu Sun Yanning Zhang AI4CE 71 0 0 30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 88 8 0 28 Sep 2024
DualDn: Dual-domain Denoising via Differentiable ISP Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Liang Feng Tianfan Xue 66 4 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 147 1 0 27 Sep 2024
Toward Efficient Deep Blind RAW Image Restoration Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 47 2 0 26 Sep 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 318 18 0 25 Sep 2024
Conditional Generative Denoiser for Nighttime UAV Tracking Yucheng Wang Changhong Fu Kunhan Lu L. Yao Haobo Zuo ViT 71 0 0 25 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 192 14 0 23 Sep 2024
Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement Zizhen Lin Yuanle Li Junyu Wang Ruili Li 65 0 0 18 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 60 1 0 17 Sep 2024
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions Xiaolong Qian Zhijie Xu Yao Gao Shaohua Gao Zhonghua Yi ... Kai Wei Haifeng Li Kailun Yang Kaiwei Wang J. Bai 89 0 0 15 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring Subhajit Paul Sahil Kumawat Ashutosh Gupta Deepak Mishra 76 2 0 03 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Qian Zhang Huan Zhang Lefei Zhang VLM 183 10 0 28 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 90 3 0 27 Aug 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 83 3 0 27 Aug 2024
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring Taewoo Kim Jaeseok Jeong Hoonhee Cho Yuhwan Jeong Kuk-Jin Yoon 54 8 0 27 Aug 2024
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model Chen Rao Guangyuan Li Zehua Lan Jiakai Sun Junsheng Luan Wei Xing Lei Zhao Huaizhong Lin Jianfeng Dong Dalong Zhang DiffM 78 5 0 24 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 93 3 0 21 Aug 2024
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement Yingtie Lei Jia Yu Yihang Dong Changwei Gong Ziyang Zhou Chi-Man Pun 69 1 0 20 Aug 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming-Hsuan Yang 99 2 0 17 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 91 9 0 15 Aug 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 78 0 0 12 Aug 2024
Rotation center identification based on geometric relationships for rotary motion deblurring Jinhui Qin Yong Ma Jun Huang Fan Fan You Du 53 1 0 08 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 94 2 0 02 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 75 12 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 79 5 0 27 Jul 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 104 0 0 26 Jul 2024
Adaptive Frequency Enhancement Network for Single Image Deraining Fei Yan Yuhong He Keyu Chen En Cheng Jikang Ma 83 1 0 19 Jul 2024
Training-Free Large Model Priors for Multiple-in-One Image Restoration Xuanhua He Lang Li Yingying Wang Hui Zheng Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou DiffM 142 0 0 18 Jul 2024
I $^2$ -SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAM Gwangtak Bae Changwoon Choi Hyeongjun Heo Sang Min Kim Young Min Kim 89 3 0 16 Jul 2024