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1904.03468
Cited By
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring
6 April 2019
Hongguang Zhang
Yuchao Dai
Hongdong Li
Piotr Koniusz
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Papers citing
"Deep Stacked Hierarchical Multi-patch Network for Image Deblurring"
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Physics-Informed Image Restoration via Progressive PDE Integration
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Heath Gemar
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Towards Unified Image Deblurring using a Mixture-of-Experts Decoder
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Paula Garrido-Mellado
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Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
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Afia Lubaina
Md. Mosaddek Khan
324
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24 Jun 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
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Huaibo Huang
Tao Wu
Qihang Fan
Ran He
431
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22 May 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring
Jixiang Sun
Fei Lei
Jiawei Zhang
Wenxiu Sun
Yujiu Yang
243
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20 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing
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Muhammad Numan Yousaf
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326
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BARD-GS: Blur-Aware Reconstruction of Dynamic Scenes via Gaussian Splatting
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Yunlai Zhou
Disheng Liu
Tuo Liang
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3DGS
331
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20 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring
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Yuquan Wang
Zhaoyu Chen
Jingyun Liang
Chentao Song
Yujiao Shi
Yunbo Wang
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446
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09 Mar 2025
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International Conference on Learning Representations (ICLR), 2024
Kang Liao
Zongsheng Yue
Zhouxia Wang
Chen Change Loy
500
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20 Feb 2025
Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yongheng Zhang
Danfeng Yan
VLM
168
4
0
17 Jan 2025
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yongheng Zhang
Danfeng Yan
185
2
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17 Jan 2025
Towards Context-aware Convolutional Network for Image Restoration
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Fangwei Hao
Ji Du
Weiyun Liang
Jing Xu
Xiaoxuan Xu
SupR
416
5
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15 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring
Hanzhou Liu
Chengkai Liu
Jiacong Xu
Peng Jiang
Mi Lu
Mamba
469
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13 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring
IEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
439
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10 Dec 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration
Computer Vision and Image Understanding (CVIU), 2024
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
435
2
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12 Nov 2024
Multi-scale Frequency Enhancement Network for Blind Image Deblurring
Yawen Xiang
Heng Zhou
Chengyang Li
Zhongbo Li
Yongqiang Xie
229
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11 Nov 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM
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Shuang Chen
Haozheng Zhang
Amir Atapour-Abarghouei
Hubert P. H. Shum
308
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
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Shangquan Sun
Wenqi Ren
Ziqiang Liu
Hyunhee Park
Rui Wang
Xiaochun Cao
257
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30 Oct 2024
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International Journal of Computer Vision (IJCV), 2024
Xinya Shu
Yu Li
Dongwei Ren
Xiaohe Wu
Jin Li
W. Zuo
371
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26 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring
IEEE International Conference on Robotics and Automation (ICRA), 2024
Ling Wang
Chen Wu
Lin Wang
336
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20 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring
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Subhajit Paul
Sahil Kumawat
Ashutosh Gupta
Deepak Mishra
322
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VDPI: Video Deblurring with Pseudo-inverse Modeling
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Santiago Lopez-Tapia
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263
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SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation
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Fuchen Zheng
Xuhang Chen
Weihuang Liu
Haolun Li
Yingtie Lei
Jiahui He
Chi-Man Pun
Shounjun Zhou
MedIm
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Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
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Taewoo Kim
Jaeseok Jeong
Hoonhee Cho
Yuhwan Jeong
Kuk-Jin Yoon
196
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UniProcessor: A Text-induced Unified Low-level Image Processor
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Xiongkuo Min
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DiffM
266
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Restoring Real-World Degraded Events Improves Deblurring Quality
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Shang Li
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193
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Dilated Strip Attention Network for Image Restoration
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Jiesheng Wu
Ji Du
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311
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Xintian Mao
Jiansheng Wang
Xingran Xie
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271
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Domain-adaptive Video Deblurring via Test-time Blurring
Jin-Ting He
Fu-Jen Tsai
Jia-Hao Wu
Yan-Tsung Peng
Chung-Chi Tsai
Chia-Wen Lin
Yen-Yu Lin
262
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AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
Xintian Mao
Qingli Li
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289
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AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring
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206
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Correlation Matching Transformation Transformers for UHD Image Restoration
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Wei Wang
Gang Fu
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Mengzhu Wang
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Jun Liu
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413
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Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Bin Ren
Yawei Li
Christos Sakaridis
Rakesh Ranjan
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Rita Cucchiara
Luc Van Gool
Ming-Hsuan Yang
Andrii Zadaianchuk
433
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Dual-Path Multi-Scale Transformer for High-Quality Image Deraining
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Efficient Visual State Space Model for Image Deblurring
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Lingshun Kong
Jiangxin Dong
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Jinshan Pan
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MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring
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ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing
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