Simple Baselines for Image Restoration

10 April 2022

Papers citing "Simple Baselines for Image Restoration"

50 / 407 papers shown

Title
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 20 6 0 28 Sep 2024
DualDn: Dual-domain Denoising via Differentiable ISP Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Jinwei Gu Tianfan Xue 19 2 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 54 1 0 27 Sep 2024
Toward Efficient Deep Blind RAW Image Restoration Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 16 0 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 43 17 0 25 Sep 2024
Conditional Generative Denoiser for Nighttime UAV Tracking Yucheng Wang Changhong Fu Kunhan Lu L. Yao Haobo Zuo ViT 18 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 50 10 0 23 Sep 2024
Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement Zizhen Lin Yuanle Li Junyu Wang Ruili Li 29 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 24 1 0 17 Sep 2024
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions Xiaolong Qian Qi Jiang Yao Gao Shaohua Gao Zhonghua Yi ... Kai Wei Haifeng Li Kailun Yang Kaiwei Wang J. Bai 42 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 21 2 0 03 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 88 5 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 38 2 0 27 Aug 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 20 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 19 5 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 11 5 0 24 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 35 1 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 26 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 Yang 26 1 0 17 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 24 9 0 15 Aug 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 30 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 19 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 22 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 34 8 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 29 3 0 27 Jul 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 30 0 0 26 Jul 2024
Adaptive Frequency Enhancement Network for Single Image Deraining Fei Yan Yuhong He Keyu Chen En Cheng Jikang Ma 27 0 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 43 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 29 3 0 16 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 39 20 0 14 Jul 2024
Region Attention Transformer for Medical Image Restoration Zhiwen Yang Haowei Chen Ziniu Qian Yang Zhou Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm ViT 23 2 0 12 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 40 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 22 1 0 12 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration Luzhe Huang Xiongye Xiao Shixuan Li Jiawen Sun Yi Huang Aydogan Ozcan Paul Bogdan MedIm DiffM 23 3 0 07 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 35 24 0 05 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li-Na Song Wenjun Zhang DiffM 46 4 0 04 Jul 2024
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream Wenpu Li Pian Wan Peng Wang Jinghang Li Yi Zhou Peidong Liu 24 6 0 02 Jul 2024
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal Ziqi Zeng Chen Zhao Weiling Cai Chenyu Dong DiffM 36 4 0 01 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Yuchuan Tian Jianhong Han Hanting Chen Yuanyuan Xi Guoyang Zhang Jie Hu Chao Xu Yunhe Wang ViT VLM 34 7 0 30 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 29 2 0 26 Jun 2024
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal Yiguo Jiang Xuhang Chen Chi-Man Pun Shuqiang Wang Wei Feng 16 11 0 26 Jun 2024
Learning Accurate and Enriched Features for Stereo Image Super-Resolution Hu Gao Depeng Dang SupR 18 0 0 23 Jun 2024
NTIRE 2024 Challenge on Night Photography Rendering Egor Ershov Artyom Panshin Oleg Karasev Sergey Korchagin Shepelev Lev ... Qihua Cheng Fangpu Zhang Zhiqiang Xu Jingyu Yang Huanjing Yue 27 19 0 18 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 33 0 0 15 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 26 14 0 13 Jun 2024
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising Hao Liang Chengjie Kun Li Xin Tian 21 1 0 13 Jun 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu Zhangkai Ni Hanli Wang Wenhan Yang Yuyin Zhou Shiqi Wang 28 1 0 12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 18 3 0 12 Jun 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring Huicong Zhang Haozhe Xie H. Yao 31 7 0 11 Jun 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper M. Keuper 19 4 0 11 Jun 2024