Motion Blur

Ask about this topic

Recent momentum

-93%

1 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Degradation

Neighbouring directions

DegradationImage RestorationRestorationImage Degradation

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Motion Blur.

81 papers

Latest in Motion Blur

Open your feed →
CardsList

  1. TaskGuard: Task-Conditioned Restoration Utility for Risk-Aware Object Detection

    Sep 7, 2026Vung PhamImage RestorationMotion Blur

  2. Making Every Step Count: Spatio-Temporal Information Allocation for Imaging Inverse Problems

    Aug 12, 2026Yi Cao, Xiangyong Cao, Pei Liu +2Ill-Posed Inverse ProblemContrastive Flow Matching

  3. A second-order theory of texture for depth from focus

    Aug 11, 2026Sreekar Ranganathan, Ioannis GkioulekasOpticalSpeckle

  4. RMR-Net: Degradation-Evidence-Guided Road-Image Restoration for Defect Detection

    Aug 9, 2026Amir Ghorbani, Amirali K. Gostar, WeiQin Chuah +3PavementImage Restoration

  5. Agentic AI-powered flexible fiber-bundle endoscopy for high-resolution NIR-II fluorescence imaging in vivo

    Aug 9, 2026Yanzhao Shi, Yuanhua Liu, Sixin Xu +10Laparoscopic CholecystectomyColonoscopy

  6. EvBS: Event-guided Blur Synthesis for Domain-adaptive Motion Deblurring

    Aug 8, 2026Junsik Jung, Seokryun Choi, Yoonki Cho +3Motion BlurUnsupervised Domain Adaptation

  7. ASTRA: Asynchronous Spatio-Temporal Reconstruction via Trajectory Alignment

    Aug 3, 2026Junyu Zhu, Hao Zhu, Xinzhuo Zhang +3Paired SupervisionMotion Blur

  8. When Extreme Darkness Meets Motion Blur: MeanFlow for Unified RAW Restoration

    Aug 3, 2026Zepu Wang, Jingze Liang, Weijie Xiao +1Low-Light Image EnhancementMotion Blur

  9. Rolling Shutter Camera Self-Calibration

    Aug 2, 2026Yongcong Zhang, Navid Rabbani, Bangyan Liao +3CameraMotion Blur

  10. Neuromorphic Object Detection: An In-Depth Study and Future Directions

    Jul 26, 2026Jianing Li, Dianze Li, Arren Glover +5Object DetectionNeuromorphic Hardware

  11. Small, Bias-Free, Blind and Convolutional Denoiser: A compact ConvNeXt U-Net for blind Gaussian color-image denoising

    Jul 24, 2026Nikolas MarkouU-NetConvolutional

  12. The Second LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results

    Jul 23, 2026Xiang Chen, Hao Li, Jiangxin Dong +89Image RestorationRestoration

  13. The RealDefocus Benchmark for Defocus Deblurring

    Jul 23, 2026Tim Seizinger, Zhuyun Zhou, Radu TimofteMotion BlurImage Restoration

  14. RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring

    Jul 22, 2026Renbiao Jin, Mingxin Yang, Yutian Chen +8Motion BlurVideo Diffusion Models

  15. Certified Training for Convolutional Perturbations

    Jul 20, 2026Benedikt Brückner, Alessio LomuscioMotion BlurNovel Preference-Based Training Framework

  16. Exploration Matters for Escaping the Blur Trap in 3D Gaussian Splatting

    Jul 20, 2026Chengbo Wang, Guozheng Ma, Jinhong Wu +23D Gaussian SplattingNovel View Synthesis

  17. Splat-based 3D Scene Reconstruction with Extreme Motion-blur

    Jul 18, 2026Hyeonjoong Jang, Dongyoung Choi, Donggun Kim +23D ReconstructionRgb-Depth Cameras

  18. JADE-GS: Joint Alternating Deblurring Guided by Events in 3D Gaussian Splatting

    Jul 16, 2026Haoyu Fu, Jiafeng Huang, Yuchen Wang +13D Gaussian Splatting3D Gaussian

  19. Domain Adaptation of Mismatched Proximal Denoiser for Plug-and-Play Image Reconstruction

    Jul 16, 2026Guixian Xu, Jinglai Li, Junqi TangImage ReconstructionDenoiser

  20. DriveFace: A Cross-Spectral Through-Glass Face Dataset for On-the-Move Vehicular Border Control

    Jul 15, 2026Anjith George, Luis Luevano, Alain Komaty +3Cross-Spectral Through-Glass Face DatasetFace Recognition Systems

  21. BOCCHI: A More Realistic and Challenging Benchmark for Local Motion Blur Detection with MSDCT-UNet

    Jul 11, 2026Kuan-Lin Chen, Yuan-Kang Lee, Cheng-Yuan Chiang +1Motion BlurPixel-Level Localization

  22. A Bayesian framework for the uncanny valley in humanoid robot design

    Jul 7, 2026Shimon Honda, Rin Shibano, Hideyoshi YanagisawaHumanoid RobotsAnthropomorphism

  23. Realistic Compound-Lens Defocus Blur Synthesis

    Jul 7, 2026Yunkyu Lee, Woohyeok Kim, Sunghyun ChoMotion BlurSynthetic-To-Real Domain Gap

  24. A Reliable Context-Aware and Temporal Planning Framework for Autonomous Driving

    Jul 6, 2026Argho Dey, Yunfei Yin, Swachha Ray +5Autonomous DrivingTrajectory Prediction

  25. Integrated Forward-Inverse Network for Lensless Image Reconstruction

    Jul 6, 2026Donggeon Bae, Jaewoo Jung, Yong Guk Kang +6Image ReconstructionMotion Blur

  26. PRISM3D: Probabilistic Refinement and Robust Initialization for Physically Consistent Scene Modeling under Extreme Motion Blur

    Jul 4, 2026Gopi Raju Matta, Reddypalli Trisha, Vemunuri Divya Madhuri +1Structure-From-Motion3D Reconstruction

  27. Leveraging Phase Information to Boost Unrolled Network Learning for Image Deblurring

    Jun 30, 2026Samira Malek, Haichuan Zhang, Chul Lee +1Motion BlurDeep Unfolding Networks

  28. AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer

    Jun 30, 2026Xinyu Hou, Xiaoming Li, Zongsheng Yue +1Motion Blur

  29. Estimating Velocity and Spin of Spherical Objects from Rolling-Shutter Image(s)

    Jun 30, 2026Wenjie Xue, Jun Yang, Jingmin Wang +1Motion EstimationVelocity

  30. CogSENet: Blind Image Deblurring with Blur-Conditioned Semantic Routing and Explicit Frequency Fusion

    Jun 29, 2026Pan Wang, Yihao Hu, Xiujin LiuMotion BlurReal-Time Semantic Segmentation

  31. BLUE: A Stale-Pixel Optical-Flow Compositor for Entropy-Efficient Surveillance Video Encoding

    Jun 27, 2026Shubham Baid, Akash James, Sahil Chachra +2TranscoderVideo Quality

  32. A Zero-Shot Deep Image Prior Framework for Denoising and Deconvolution in Fluorescence Microscopy

    Jun 26, 2026Xiangyu Qian, Jing Liu, Yunqing Tang +2MicroscopyMotion Blur

  33. A Benchmark for Heterogeneous Stereo Deblurring with Physically- and Epipolar-constrained Cross Attention

    Jun 24, 2026Hoju Shin, Jiah Kim, Seung-Wook Kim +1Stereo PriorsMotion Blur

  34. Edges Before Embeddings: A Confidence-Aware Blur Gate for Vision-Language Pipelines

    Jun 24, 2026Duy Tran ThanhMotion BlurImage Quality Assessment

  35. Context-Aware Autoregressive Diffusion for Gloss-Wise Sign Language Production

    Jun 19, 2026JungHoon Sung, Boeun Kim, Chu Xin +4Sign Language TranslationCo-Speech Gesture Generation

  36. Dehaze-GaussianImage: Zero-Shot Dehazing via Efficient 2D Gaussian Splatting Representation

    Jun 15, 2026Yuhan Chen, Wenxuan Yu, Guofa Li +5Single Image DehazingMotion Blur

  37. Revisiting Vehicle Color Recognition in Long-Tailed Surveillance Scenarios

    Jun 11, 2026Vinícius Orrú, Bruno H. Foggiatto, Gabriel E. Lima +2ColorData Augmentation

  38. LUCID: Learning Unified Control for Image Deflaring and Exposure Mastery in Nighttime Photography

    Jun 5, 2026Tingyu Yang, Yuan Cheng, Xiaoyun YuanImage RestorationMotion Blur

  39. ErA: Error-Aware Deep Unrolling Network for Single Image Defocus Deblurring

    Jun 4, 2026Tu Vo, Chan Y. ParkMotion BlurDeep Unfolding Networks

  40. Hallucination-Aware Diffusion Sampling for Inverse Problems via Robust Prior Updates

    Jun 1, 2026Pengfei Jin, Yiqi Tian, Kailong Fan +2Diffusion PriorsIll-Posed Inverse Problem

  41. Blurry Window Attention

    May 31, 2026Axel Laborieux, Christos Sourmpis, Juan Gabriel Kostelec +1Softmax AttentionEfficient Long-Context Inference

  42. DeblurNVS: Geometric Latent Diffusion for Novel View Synthesis from Sparse Motion-Blurred Images

    May 31, 2026Changyue Shi, Wangbo Yu, Chaoran Feng +1Novel View SynthesisMotion Blur

  43. Rank-Aware Quantile Activation for Motion-Robust Crop Segmentation in UAV Imagery

    May 31, 2026Abinav Kiran, Sravan Danda, Aditya Challa +2Motion BlurPrecision Agriculture

  44. FSM-Net: An Efficient Frequency-Spatial Network for Real-World Deblurring

    May 29, 2026Vinh-Thuan LyMotion BlurSpatio-Temporal Fusion

  45. D^2Turb: Depth-Aware Simulation and Decoupled Learning for Single-Frame Atmospheric Turbulence Mitigation

    May 25, 2026Zixiao Hu, Tianyu Li, Guoqing Wang +4Motion BlurWarp

  46. Event-based Batting Impact Estimation

    May 25, 2026Ryotaro Ishida, Wataru Ikeda, Ryosei Hara +3CameraInertial Measurement Units

  47. Stop Denoising Your Blurs

    May 24, 2026Sasidhar Parvathireddy, Vamsidhar Saraswathula, Rama Krishna GorthiMotion Blur

  48. Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory

    May 23, 2026Quanjiang Li, Zhiming Liu, Wei Luo +2Cross-Modal AttentionVisual Perception

  49. Physen-Noise2Noise: Physics-Guided Self-Supervised Defocus Deblurring with Bias Correction under Low-Light Conditions

    May 23, 2026Ziyan Huang, Lang Wu, Hongji Wang +3Motion BlurLow-Light Images

  50. COD10K-C: Benchmarking Robustness of Camouflaged Object Detection Under Natural Image Corruptions

    May 23, 2026Arafat Hossain SayemCamouflaged Object DetectionObject Detection

  51. Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring

    May 22, 2026Shaoqing Duan, Haofei Song, Xintian Mao +2Motion BlurNeural Operators

  52. Moment-Reenacting: Inverse Motion Degradation with Cross-shutter Guidance

    May 21, 2026Xiang Ji, Guixu Lin, Zhengwei Yin +2Motion BlurDual-Stream

  53. ReMATF: Recurrent Motion-Adaptive Multi-scale Turbulence Mitigation for Dynamic Scenes

    May 20, 2026Zhiming Liu, Zhicheng Zou, Nantheera AnantrasirichaiVideo Diffusion ModelsMotion Blur

  54. See Silhouettes in Motion with Neuromorphic Vision

    May 18, 2026Pei Zhang, Shijie Lin, Zhou Ge +2BinarizationMotion Blur

  55. Neural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignment

    May 14, 2026Fan Yin, Chuhang Zheng, Peiliang Gong +2ElectroencephalogramMotion Blur

  56. DeepFilters: Scattering-Aware Pupil Engineering with Learned Digital Filter Reconstruction for Extended Depth of Field Microscopy

    May 13, 2026Joseph L. Greene, Suet YIng Chan, Qilin Deng +8MicroscopyMotion Blur

  57. Principled Design of Diffusion-based Optimizers for Inverse Problems

    May 12, 2026Julio Oscanoa, Irmak Sivgin, Cagan Alkan +4Diffusion ModelsScore-Based Diffusion Model

  58. Restoration-Aligned Generative Flow Models for Blind Motion Deblurring

    May 9, 2026Insoo Kim, Jinwoo ShinMotion BlurGenerative Flow Networks

  59. Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes

    May 9, 2026Yeon-Ji Song, Kiyoung Kwon, Junoh Lee +2Scene ReconstructionObject-Level Deformation Consistency

  60. Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework

    May 8, 2026Linxiao Shi, Siming Zheng, Zerong Wang +5Motion BlurDifferentiable Rendering