Sihan Wang, Jinshu Huang, Haibin Su, Yunhua Xue: Frequency-Decoupled Diffusion Guidance for Non-Blind Image Deblurring https://arxiv.org/abs/2610.06221 https://arxiv.org/pdf/2610.06221 https://arxiv.org/html/2610.06221
October 6, 2026 at 6:43 AM
Sihan Wang, Jinshu Huang, Haibin Su, Yunhua Xue: Frequency-Decoupled Diffusion Guidance for Non-Blind Image Deblurring https://arxiv.org/abs/2610.06221 https://arxiv.org/pdf/2610.06221 https://arxiv.org/html/2610.06221
Junseong Shin, Hyeonsu Jo, Daehyun Kim, Tae Hyun Kim: PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video https://arxiv.org/abs/2610.01279 https://arxiv.org/pdf/2610.01279 https://arxiv.org/html/2610.01279
October 2, 2026 at 6:41 AM
Junseong Shin, Hyeonsu Jo, Daehyun Kim, Tae Hyun Kim: PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video https://arxiv.org/abs/2610.01279 https://arxiv.org/pdf/2610.01279 https://arxiv.org/html/2610.01279
Denoise images while preserving edges! DRIP by Yicheng Kang brings jump regression to R, with methods for detecting discontinuities, reconstructing surfaces and deblurring images. New in The R Journal. #rstats
journal.r-project.org/articles/RJ-...
journal.r-project.org/articles/RJ-...
The R Journal: DRIP: An R Package for Jump Regression and Image Analysis
Jump regression performs nonparametric regression analysis where the regression function can be discontinuous. Because of its ability to conduct jump detection and jump-preserving estimation, jump reg...
journal.r-project.org
September 30, 2026 at 5:26 AM
Denoise images while preserving edges! DRIP by Yicheng Kang brings jump regression to R, with methods for detecting discontinuities, reconstructing surfaces and deblurring images. New in The R Journal. #rstats
journal.r-project.org/articles/RJ-...
journal.r-project.org/articles/RJ-...
Hang Jiang, Jinghao Wang, Yiming Zhang, Xinhong Wang, Luwei Ran, Yinfeng Yu: WS-NeRF: A Mamba-Driven World-State-Aware Adaptive Deblurring Neural Radiance Field https://arxiv.org/abs/2609.21391 https://arxiv.org/pdf/2609.21391 https://arxiv.org/html/2609.21391
September 21, 2026 at 6:45 AM
Hang Jiang, Jinghao Wang, Yiming Zhang, Xinhong Wang, Luwei Ran, Yinfeng Yu: WS-NeRF: A Mamba-Driven World-State-Aware Adaptive Deblurring Neural Radiance Field https://arxiv.org/abs/2609.21391 https://arxiv.org/pdf/2609.21391 https://arxiv.org/html/2609.21391
Yi-Chung Lai, Chin-Tien Wu, Yu-Chih Chen: AstraMoE-SR: Trajectory-Guided Diffusion for Blind Satellite Jitter Deblurring and Super-Resolution https://arxiv.org/abs/2609.07012 https://arxiv.org/pdf/2609.07012 https://arxiv.org/html/2609.07012
September 9, 2026 at 6:45 AM
Yi-Chung Lai, Chin-Tien Wu, Yu-Chih Chen: AstraMoE-SR: Trajectory-Guided Diffusion for Blind Satellite Jitter Deblurring and Super-Resolution https://arxiv.org/abs/2609.07012 https://arxiv.org/pdf/2609.07012 https://arxiv.org/html/2609.07012
Open Access UCL Research: A deep learning-driven network for joint low-light enhancement and deblurring in maritime surveillance systems discovery.ucl.ac.uk/id/eprint/10...
A deep learning-driven network for joint low-light enhancement and deblurring in maritime surveillance systems
-
UCL Discovery
UCL Discovery is UCL's open access repository, showcasing and providing access to UCL research outputs from all UCL disciplines.
discovery.ucl.ac.uk
September 1, 2026 at 1:51 PM
Open Access UCL Research: A deep learning-driven network for joint low-light enhancement and deblurring in maritime surveillance systems discovery.ucl.ac.uk/id/eprint/10...
🎉 New paper: SSMB
A self-supervised keypoint detector that works directly on motion-blurred images
No deblurring preprocessing, no handcrafted detector, no external pseudo-labels
📄 Paper: arxiv.org/abs/2608.27181
#ComputerVision #KeypointDetection #SelfSupervisedLearning #ImageMatching
A self-supervised keypoint detector that works directly on motion-blurred images
No deblurring preprocessing, no handcrafted detector, no external pseudo-labels
📄 Paper: arxiv.org/abs/2608.27181
#ComputerVision #KeypointDetection #SelfSupervisedLearning #ImageMatching
August 31, 2026 at 4:27 AM
🎉 New paper: SSMB
A self-supervised keypoint detector that works directly on motion-blurred images
No deblurring preprocessing, no handcrafted detector, no external pseudo-labels
📄 Paper: arxiv.org/abs/2608.27181
#ComputerVision #KeypointDetection #SelfSupervisedLearning #ImageMatching
A self-supervised keypoint detector that works directly on motion-blurred images
No deblurring preprocessing, no handcrafted detector, no external pseudo-labels
📄 Paper: arxiv.org/abs/2608.27181
#ComputerVision #KeypointDetection #SelfSupervisedLearning #ImageMatching
Imane Si Salah, Emile Cribelier, Thomas Veit, Wolf Hauser, Arthur Leclaire
Controllable blind deblurring with diffusion models
https://arxiv.org/abs/2608.23343
Controllable blind deblurring with diffusion models
https://arxiv.org/abs/2608.23343
August 25, 2026 at 4:55 PM
Imane Si Salah, Emile Cribelier, Thomas Veit, Wolf Hauser, Arthur Leclaire
Controllable blind deblurring with diffusion models
https://arxiv.org/abs/2608.23343
Controllable blind deblurring with diffusion models
https://arxiv.org/abs/2608.23343
Imane Si Salah, Emile Cribelier, Thomas Veit, Wolf Hauser, Arthur Leclaire: Controllable blind deblurring with diffusion models https://arxiv.org/abs/2608.23343 https://arxiv.org/pdf/2608.23343 https://arxiv.org/html/2608.23343
August 25, 2026 at 6:43 AM
Imane Si Salah, Emile Cribelier, Thomas Veit, Wolf Hauser, Arthur Leclaire: Controllable blind deblurring with diffusion models https://arxiv.org/abs/2608.23343 https://arxiv.org/pdf/2608.23343 https://arxiv.org/html/2608.23343
Danyh Tolah, Malena I. Espa\~nol, Misha E. Kilmer: Wavelet-based multilevel framework for $\ell_1$-regularized image deblurring https://arxiv.org/abs/2608.17123 https://arxiv.org/pdf/2608.17123 https://arxiv.org/html/2608.17123
August 19, 2026 at 6:49 AM
Danyh Tolah, Malena I. Espa\~nol, Misha E. Kilmer: Wavelet-based multilevel framework for $\ell_1$-regularized image deblurring https://arxiv.org/abs/2608.17123 https://arxiv.org/pdf/2608.17123 https://arxiv.org/html/2608.17123
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa
UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection
https://arxiv.org/abs/2608.15259
UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection
https://arxiv.org/abs/2608.15259
August 18, 2026 at 10:04 PM
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa
UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection
https://arxiv.org/abs/2608.15259
UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection
https://arxiv.org/abs/2608.15259
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa: UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection https://arxiv.org/abs/2608.15259 https://arxiv.org/pdf/2608.15259 https://arxiv.org/html/2608.15259
August 18, 2026 at 6:40 AM
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa: UAV Video Deblurring via Motion-Aware Diffusion: A Path to Robust Target Detection https://arxiv.org/abs/2608.15259 https://arxiv.org/pdf/2608.15259 https://arxiv.org/html/2608.15259
like I get there’s only so many representations of letters, same idea behind deblurring text - still crazy that it can just do that without additional effort
August 13, 2026 at 1:58 PM
like I get there’s only so many representations of letters, same idea behind deblurring text - still crazy that it can just do that without additional effort
Junsik Jung, Seokryun Choi, Yoonki Cho, Woo Jae Kim, Andrew Jeong, Sung-Eui Yoon
EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring
https://arxiv.org/abs/2608.08066
EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring
https://arxiv.org/abs/2608.08066
August 12, 2026 at 4:29 AM
Junsik Jung, Seokryun Choi, Yoonki Cho, Woo Jae Kim, Andrew Jeong, Sung-Eui Yoon
EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring
https://arxiv.org/abs/2608.08066
EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring
https://arxiv.org/abs/2608.08066
Junsik Jung, Seokryun Choi, Yoonki Cho, Woo Jae Kim, Andrew Jeong, Sung-Eui Yoon: EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring https://arxiv.org/abs/2608.08066 https://arxiv.org/pdf/2608.08066 https://arxiv.org/html/2608.08066
August 11, 2026 at 6:40 AM
Junsik Jung, Seokryun Choi, Yoonki Cho, Woo Jae Kim, Andrew Jeong, Sung-Eui Yoon: EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring https://arxiv.org/abs/2608.08066 https://arxiv.org/pdf/2608.08066 https://arxiv.org/html/2608.08066
Renbiao Jin, Mingxin Yang, Yutian Chen, Junhao Zhuang, Xin Cai, Mulin Yu, Linning Xu, Wenxian Yu, Danping Zou, Shi Guo, Tianfan Xue
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring
https://arxiv.org/abs/2607.20628
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring
https://arxiv.org/abs/2607.20628
July 25, 2026 at 6:27 AM
Renbiao Jin, Mingxin Yang, Yutian Chen, Junhao Zhuang, Xin Cai, Mulin Yu, Linning Xu, Wenxian Yu, Danping Zou, Shi Guo, Tianfan Xue
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring
https://arxiv.org/abs/2607.20628
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring
https://arxiv.org/abs/2607.20628
Tim Seizinger, Zhuyun Zhou, Radu Timofte
The RealDefocus Benchmark for Defocus Deblurring
https://arxiv.org/abs/2607.21078
The RealDefocus Benchmark for Defocus Deblurring
https://arxiv.org/abs/2607.21078
July 25, 2026 at 5:02 AM
Tim Seizinger, Zhuyun Zhou, Radu Timofte
The RealDefocus Benchmark for Defocus Deblurring
https://arxiv.org/abs/2607.21078
The RealDefocus Benchmark for Defocus Deblurring
https://arxiv.org/abs/2607.21078
Tim Seizinger, Zhuyun Zhou, Radu Timofte: The RealDefocus Benchmark for Defocus Deblurring https://arxiv.org/abs/2607.21078 https://arxiv.org/pdf/2607.21078 https://arxiv.org/html/2607.21078
July 24, 2026 at 6:40 AM
Tim Seizinger, Zhuyun Zhou, Radu Timofte: The RealDefocus Benchmark for Defocus Deblurring https://arxiv.org/abs/2607.21078 https://arxiv.org/pdf/2607.21078 https://arxiv.org/html/2607.21078
Jin, Yang, Chen, Zhuang, Cai, Yu, Xu, Yu, Zou, Guo, Xue: RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring https://arxiv.org/abs/2607.20628 https://arxiv.org/pdf/2607.20628 https://arxiv.org/html/2607.20628
July 24, 2026 at 6:39 AM
Jin, Yang, Chen, Zhuang, Cai, Yu, Xu, Yu, Zou, Guo, Xue: RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring https://arxiv.org/abs/2607.20628 https://arxiv.org/pdf/2607.20628 https://arxiv.org/html/2607.20628
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo: GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring https://arxiv.org/abs/2607.15401 https://arxiv.org/pdf/2607.15401 https://arxiv.org/html/2607.15401
July 21, 2026 at 6:39 AM
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo: GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring https://arxiv.org/abs/2607.15401 https://arxiv.org/pdf/2607.15401 https://arxiv.org/html/2607.15401
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo
GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring
https://arxiv.org/abs/2607.15401
GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring
https://arxiv.org/abs/2607.15401
July 20, 2026 at 8:30 AM
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo
GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring
https://arxiv.org/abs/2607.15401
GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring
https://arxiv.org/abs/2607.15401
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo: GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring https://arxiv.org/abs/2607.15401 https://arxiv.org/pdf/2607.15401 https://arxiv.org/html/2607.15401
July 20, 2026 at 6:39 AM
Mingyang Chen, Zhilu Zhang, Honglei Xu, Renlong Wu, Xiaohe Wu, Wangmeng Zuo: GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring https://arxiv.org/abs/2607.15401 https://arxiv.org/pdf/2607.15401 https://arxiv.org/html/2607.15401
Haoyu Fu, Jiafeng Huang, Yuchen Wang, Shengjie Zhao
JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting
https://arxiv.org/abs/2607.14990
JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting
https://arxiv.org/abs/2607.14990
July 17, 2026 at 3:43 PM
Haoyu Fu, Jiafeng Huang, Yuchen Wang, Shengjie Zhao
JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting
https://arxiv.org/abs/2607.14990
JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting
https://arxiv.org/abs/2607.14990
Haoyu Fu, Jiafeng Huang, Yuchen Wang, Shengjie Zhao: JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting https://arxiv.org/abs/2607.14990 https://arxiv.org/pdf/2607.14990 https://arxiv.org/html/2607.14990
July 17, 2026 at 6:41 AM
Haoyu Fu, Jiafeng Huang, Yuchen Wang, Shengjie Zhao: JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting https://arxiv.org/abs/2607.14990 https://arxiv.org/pdf/2607.14990 https://arxiv.org/html/2607.14990
Google's MAXIM-S3 lands on Modelers.cn with Apache-2.0 and a one-line pull for Ascend NPUs — a rare, clean path to deployment. But the model card shows a 2026 date, one download, and no framework tag. Hard to call this production-ready until someone confirms it runs.
Unlocking Sharp Images on Huawei Hardware: Google's MAXIM-S3 Deblurring Model Hits Modelers.cn
aichina.news
July 16, 2026 at 4:32 PM
Google's MAXIM-S3 lands on Modelers.cn with Apache-2.0 and a one-line pull for Ascend NPUs — a rare, clean path to deployment. But the model card shows a 2026 date, one download, and no framework tag. Hard to call this production-ready until someone confirms it runs.