Event-Based Vision

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15 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Bringing BNNs to Fast Event Processing

    Oct 7, 2026Paul Longour, Julien Moreau, Franck DavoineBinary Neural NetworksEvent-Based Vision

    Université de technologie de Compiègne, CNRS, Heudiasyc, Compiègne, France · CNRS, INSA Lyon, LIRIS, UMR5205, Villeurbanne, France

  2. PIE-PS: Photometric Stereo from Physical Irradiance Event Streams

    Oct 6, 2026Xiangze Meng, Guangyu Li, Jing Li +4Event-Based VisionSurface Normal Estimation

    Jilin University, China · Guangdong Institute of Intelligence Science and Technology, China · Beijing Institute of Technology, China +1

  3. SFE-VGGT: Source-Free VGGT Distillation for Event-Based Monocular Depth Estimation

    Sep 29, 2026Thai Duy Nguyen, Addison Lin WangEvent-Based VisionMonocular Depth Estimation

    Nanyang Technological University, Singapore.

  4. Stealth Is a Relation, Not a Property: How Event Representations Create Blind Spots for Timing Attacks in Event-Based Perception

    Sep 28, 2026Shoaib Ahmed Dipu, Md. Shaown Miah, Kamrul Hasan +1Event-Based VisionAdversarial Attacks

    Indiana University Indianapolis · Bangladesh University of Engineering and Technology · Tennessee State University

  5. ECHO: Event-Augmented Context with Hindsight and Outlook for Wrist-Only Manipulation

    Sep 28, 2026Xinyue Wang, Yicheng Jiang, Zesen Gan +8Event-Based VisionWorld Models for Robotics

    The Hong Kong University of Science and Technology · The University of British Columbia · MMLab, The Chinese University of Hong Kong +2

  6. E-WAVE: Event-based Continuous Optical Flow via Warping-Aligned Visual Encoding

    Sep 28, 2026Jiale Wu, Xiaoyang Bai, Haoming Yu +3Optical FlowEvent-Based Vision

    Zhejiang University. · The University of Hong Kong.

  7. Modelling dynamic systems transfer functions from events in computational neuromorphic imaging

    Sep 24, 2026Nimrod Kruger, Gregory CohenEvent-Based VisionComputational Imaging

    International Centre for Neuromorphic Systems Western Sydney University Sydney, Australia

  8. LiFR v2: Completion-Augmented Event Propagation for High-Rate Dense Prediction

    Sep 22, 2026Tao Wan, Xiaoshan Wu, Yifei Yu +6Event-Based VisionMonocular Depth Estimation

    School of Microelectronics, Southern University of Science and Technology, Shenzhen 518055, China · Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, China

  9. Can Spiking Neural Networks play pinball? A neuromorphic motion detector for target tracking

    Sep 21, 2026Mazdak Fatahi, Šárka Pryjmaková, Pierre Boulet +1Event-Based VisionVisual Object Tracking

    Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France · Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague

  10. An Event Preserving Velocity Invariant Representation for Event Cameras

    Sep 17, 2026Mikihiro Ikura, Luna Gava, Jiahang Wu +2Event-Based Vision

    Istituto Italiano di Tecnologia, Via Morego 30 16163 Genova, Italy

  11. REACT: A Fully Spiking State-Space Model for Real-Time Event-Driven Temporal Perception

    Sep 16, 2026Geoffroy Keime, Nicolas Cuperlier, Benoit R. CottereauCollision AvoidanceEvent-Based Vision

    CerCo, CNRS UMR5549 Université de Toulouse Toulouse, France · IPAL, CNRS IRL, Singapore · ETIS, CY Cergy Paris Université CNRS, ENSEA Cergy, France

  12. EventEgoHands++: Event-based Egocentric 3D Hand Mesh Reconstruction with Real Dataset

    Sep 15, 2026Ryosei Hara, Wataru Ikeda, Masashi Hatano +1Event-Based Vision3D Hand Pose Estimation

    Graduate School of Science and Technology, Keio University, Yokohama, Kanagawa 223-8522, Japan · JST Presto

  13. Event-based Selective Attention for Multi-resolution Fast Region of Interest (ROI) Detection

    Sep 15, 2026Luca Peres, Giulia D'Angelo, Chiara Bartolozzi +1Event-Based VisionVisual Attention

    Department of Cybernetics Faculty of Electrical Engineering Czech Technical University in Prague Prague, Czech Republic · Istituto Italiano di Tecnologia Genoa, Italy

  14. Hyper-RED: Scalable Event Pre-training via Semantic Hypergraph Distillation

    Sep 15, 2026Meisen Wang, Zhiqiang Tian, Wei Bao +3Event-Based VisionCross-Modal Knowledge Distillation

    School of Software Engineering, Xi’an Jiaotong University, Xi’an 710049, China · National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an 710049, China · BNRist, THUIBCS, BLBCI, School of Software, Tsinghua University, Beijing 100084, China +2

  15. On The Robustness-Resolution Tradeoff In Temporal Quantization Of Event Streams

    Sep 14, 2026Sayeed Shafayet Chowdhury, Ruhi Sharmin, Syed Ishtiaque AhmedEvent-Based Vision

    Department of Computer Science, Luddy School of Informatics, Computing, and Engineering Indiana University Indianapolis, Indianapolis, IN, USA · The Data Mine, Department of Computer Science, Purdue University, Indianapolis, IN, USA · Department of Computer Science, University of Toronto, Toronto, Ontario, Canada

  16. A 25-μμs/inf Event-driven Graph Neural Network Processor with Spatiotemporal Caching and Spline Convolution for Ultra-low-latency AI at the Edge

    Sep 14, 2026Adrian Kneip, Martin Lefebvre, Daniel Gehrig +4Event-Based VisionAI Accelerator Inference

    Delft University of Technology (TU Delft), 2628 CD Delft, The Netherlands · KU Leuven, 3000 Leuven, Belgium · University of Zürich (UZH), 8050 Zürich, Switzerland +1

  17. EdMCGS: Event-Driven Markov Chain Gaussian Splatting for Extreme-Low-Frame-Rate Dynamic Scene Reconstruction

    Sep 8, 2026Yuzhong Wang, Wenmin Wang, Xinxing YuEvent-Based Vision3D Gaussian Splatting

    Macau University of Science and Technology, Macau, China

  18. Residual Kalman Dynamics for Event-Based UAV Forecasting

    Sep 1, 2026Per Nyblom, Hannes Ovrén, David GustafssonEvent-Based VisionKalman Filtering

    Swedish Defence Research Agency (FOI), Linköping, Sweden

  19. Static in Frames, Dynamic in Events: Rethinking Features in Event Cameras as Motion Cues

    Aug 11, 2026Hesam Araghi, Jan van Gemert, Nergis TomenOptical FlowEvent-Based Vision

    Computer Vision Lab, Delft University of Technology

  20. EsaacSim: A Multimodal Event Camera Add-on for NVIDIA Isaac Sim

    Aug 9, 2026Ignacio Bugueno-Cordova, Malte Kuhlmann, Nicolás Navarro-Guerrero +2Event-Based VisionRobotics Simulation

    Leibniz Universität Hannover, L3S Research Center, Hanover, Germany · Ekumen, Buenos Aires, Argentina · University of Southern Denmark, Odense, Denmark +1

  21. eBIRD: Event-based Intensity Image Reconstruction Using Controllable Diffusion Models

    Aug 9, 2026Ignacio Bugueno-Cordova, Fabian Valderrama, Rodrigo VerschaeEvent-Based VisionImage Reconstruction

    Institute of Engineering Sciences, Universidad de OHiggins, Rancagua, Chile · The Iniciativa de Datos e Inteligencia Artificial, University of Chile, Santiago, Chile

  22. Engram-E2VID: Reference-Based Event-to-Video Reconstruction via Generative Activation of Appearance Engrams

    Aug 6, 2026Feiyu Ji, Xiang Li, Hao Ma +6Event-Based VisionVideo Diffusion Models

    1MoE Key Lab of Artificial Intelligence, Institute of AI, School of Computer Science, Shanghai Jiao Tong University · Institute of Artificial Intelligence, Beihang University · 3DISCOVER Robotics

  23. Cooking beyond Frames: A Stereo Event Camera Dataset in the Kitchen

    Aug 5, 2026Chengming Feng, Hesam Araghi, Liming Zheng +4Event-Based VisionHuman Activity Recognition

    Delft University of Technology, The Netherlands · STMicroelectronics, France

  24. PLS-Calib: A Partial Least Squares Framework for Event Camera and Odometry Calibration under Ground Motion Constraints

    Aug 4, 2026Guangyu Li, Xiao Li, Yujie Wu +5Event-Based VisionCamera Calibration

    Guangdong Institute of Intelligence Science and Technology, Zhuhai, China

  25. Event ActivityNet: A Large-Scale Simulated-Event Benchmark for Untrimmed Action Understanding

    Aug 3, 2026Cheng-Yao Hong, Ting-Wei Lin, Yun-Chung Lai +3Event-Based VisionVideo Action Recognition

    Institute of Information Science, Academia Sinica, Taiwan · Department of Computer Science, National Tsing Hua University, Taiwan

  26. VGER: Voxel-Guided Global Event Ranking for Event Cloud Attribution

    Aug 2, 2026Youxin Jiang, Baoheng Fu, Hongwei Ren +1Event-Based VisionFeature Attribution

    Harbin Institute of Technology

  27. E2Pano: Learning Event-to-Panorama Image Reconstruction

    Aug 1, 2026Zhenyang Li, Zongqi He, Jia Pan +2Event-Based VisionImage Reconstruction

    The University of Hong Kong Hong Kong, China

  28. Event-Based Upper-Body Humanoid Teleoperation Under Challenging Illumination

    Jul 31, 2026Haoyu Fu, Zhou Ge, Chengze Li +4Event-Based VisionRobot Teleoperation

    School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China. · SHU General Intelligent Robotics Research Institute, Baoshan District, Shanghai, 200444, China. · School of Physics, Changchun University of Science and Technology, Jilin, 130015, China.

  29. Optical Flow Sensor: A Direction-Selective Bionic Retina Design

    Jul 30, 2026Juchen Zhou, Bonan Yan, Yuchao YangOptical FlowEvent-Based Vision

    Peking University, China

  30. Towards Ultrafast Depth Sensing Via Active Event-based Stereo Vision

    Jul 26, 2026Jianing Li, Yunjian Zhang, Haiqian Han +2Event-Based VisionDepth Estimation

    Department of Computer Science and Technology, Tsinghua University, Beijing 100084, P.R. China

  31. On the Geometry of Learned Representations in Event-Based Multi-Modal Egomotion Estimation

    Jul 17, 2026Stefano Silvestrini, Michele CeresoliRepresentation GeometryEvent-Based Vision

    Politecnico di Milano, Via Giuseppe La Masa, 34, 20156, Milan, Italy

  32. Event3R: Asynchronous-to-Global 3D Reconstruction from Event Camera via Spatial-Temporal Feature Aggregation

    Jul 17, 2026Jian Huang, Haotian Shen, Xinhao Lou +3Event-Based Vision3D Reconstruction

    Zhejiang University, Hangzhou, Zhejiang, China · Westlake University, Hangzhou, Zhejiang, China

  33. GoStop: Reinforcement Learning for Adaptive Temporal Aggregation in Event-Based Feature Tracking

    Jul 17, 2026Youngho Kim, Hoonhee Cho, Jae-Young Kang +1Point TrackingEvent-Based Vision

    KAIST

  34. ESAR: Event-Based Synthetic Aperture Reconstruction

    Jul 16, 2026Harbir Antil, Daniel Blauvelt, David SayreEvent-Based VisionComputational Imaging

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

    Jul 16, 2026Haoyu Fu, Jiafeng Huang, Yuchen Wang +1Event-Based Vision3D Gaussian Splatting

    School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China · Shanghai Baoshan Shangda General Intelligent Robotics Research Institute, Shanghai, China · School of Computer Science and Technology, Tongji University, Shanghai, China

  36. AE-UAV: An Air-to-Air Event-Based UAV Tracking Benchmark and a Real-Time Frequency-Domain Tracker

    Jul 16, 2026Zixin Jiang, Bing He, Chaoran Xiong +3Event-Based VisionVisual Object Tracking

    Department of Electronic Engineering, Rocket Force University of Engineering, Xi’an 710025, China · Shanghai Key Laboratory of Navigation and Location Based Services, Shanghai Jiao Tong University, Shanghai 200240, China · State Key Laboratory of Submarine Geoscience, School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai 200240, China

  37. RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics

    Jul 15, 2026Kui Jiang, Runzhe Li, Zhaocheng Yu +3Event-Based VisionMultimodal Fusion

    School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China · School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, China

  38. ASUMOT: Motion-Consistency-Based Asynchronous UAV Detection and Tracking with Event Cameras

    Jul 13, 2026Baofeng Jia, Xiaoyu Chen, Jingyuan Zhang +4Event-Based VisionEvent-Based Object Detection

    State key Laboratory of Extreme Environment Optoelectronic Dynamic Testing Technology and Instrument, Nanjing University of Science and Technology, Nanjing 210094, China · Jiangsu Key Laboratory of Visual Sensing and Intelligent Perception, Nanjing University of Science and Technology, Nanjing 210094, China

  39. Label-Free Target-Domain Adaptation for Unconstrained Event-Image Feature Matching via Dual-Stage Distillation

    Jul 11, 2026Zhonghua Yi, Hao Shi, Qi Jiang +3Event-Based VisionCross-Modal Knowledge Distillation

    Zhejiang University · Ant Group · National University of Defense Technology +1

  40. Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing

    Jul 10, 2026Chenxu Peng, Chongtian zhou, Dicheng Liu +5Event-Based VisionVisual Representation Learning

    VCIP, CS, Nankai University · NKIARI, Shenzhen Futian · AAIS, Nankai University

  41. Event Stream based Multi-Modal Video Anomaly Detection: A Benchmark Dataset and Algorithms

    Jul 10, 2026Peipei Zhu, Yueqing Niu, Lin Zhu +3Event-Based VisionMultimodal Anomaly Detection

    College of Pharmaceutical Engineering of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China · School of Artificial Intelligence, Beijing Normal University, Beijing 100875, China · Guangzhou Institute of Technology, Xidian University, Guangzhou 510555, China +1

  42. Equivariant Filter for High Performance Image Tracking using an Event Camera

    Jul 10, 2026Angus Apps, Yixiao Ge, Timothy L. Molloy +1Event-Based VisionVisual Object Tracking

    Systems Theory and Robotics Group School of Engineering Australian National University Canberra, Australia · School of Engineering Australian National University Canberra, Australia

  43. LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

    Jul 9, 2026Cheng-De Fan, Chun-Wei Tuan Mu, Chen-Wei Chang +4Event-Based VisionVideo Diffusion Models

    National Yang Ming Chiao Tung University, Taiwan

  44. TVTA: Trajectory-Aware Viseme-Guided Temporal Aggregation for Event-Based Lip Reading

    Jul 9, 2026Jingrong Zheng, Hongwei Ren, Xiangqian WuEvent-Based VisionVisual Speaker Recognition

    Harbin Institute of Technology, China

  45. PLED-VINS: A Point-Line Event-Based Visual Inertial SLAM for Dynamic Environments

    Jul 8, 2026Seunghun Lee, Jihun Nam, Dong-Uk Seo +1Simultaneous Localization and MappingEvent-Based Vision

    Robotics Program, KAIST (Korea Advanced Institute of Science and Technology), Daejeon, 34141, South Korea. · School of Electrical Engineering, KAIST (Korea Advanced Institute of Science and Technology), Daejeon, 34141, South Korea.

  46. Hardware-aware Graph Neural Networks prunning for embedded event-based vision

    Jul 7, 2026Piotr Wzorek, Kamil Jeziorek, Tomasz KryjakEvent-Based VisionGraph Neural Networks

    Embedded Perception and Autonomous Systems Group, AGH University of Krakow, Poland

  47. An Event-Driven Framework for Fly-Inspired Visual Motion Detection

    Jul 6, 2026Qinbing Fu, Jingyu Huang, Yan Xie +2Event-Based VisionVisual Attention

    School of Mathematics and Information Science, Guangzhou University, China

  48. E-TraMamba: A New Paradigm for Efficient Long-Term 3D Feature Tracking with Event Cameras

    Jul 3, 2026Juwei Shen, Yujie Wu, Changwen ChenPoint TrackingEvent-Based Vision

    Department of Computing, FCMS The Hong Kong Polytechnic University Hong Kong, China

  49. EvLIR: Learning Illumination Residuals from Ordered Events for Low-Light Image Enhancement

    Jun 28, 2026Haoxian Zhou, Chuanzhi Xu, Langyi Chen +5Event-Based VisionImage Enhancement

    1The University of Sydney · 2Massachusetts Institute of Technology

  50. CMTFormer: Marrying Transformer with Hierarchical Information Interaction for RGB-Event Object Detection

    Jun 28, 2026Yu Li, Yuenan Hou, Yingmei Wei +2Event-Based VisionEvent-Based Object Detection

    aLaboratory for Big Data and Decision, National University of Defense Technology, Changsha, Hunan, China · bShanghai AI Laboratory, Shanghai, Shanghai, China

  51. Event-based Gaze Control System for Accurate Real-time Spin Estimation in Professional Ball Games

    Jun 25, 2026Yunpu Hu, Fabian Schilling, Valentina Cavinato +6Event-Based VisionActive Perception

    Sony AI, Tokyo, Japan · Sony AI, Zürich, Switzerland · Sony Advanced Visual Sensing, Sony Europe Ltd., Zurich, Switzerland.

  52. FracEvent: Event-Camera Simulation via Fractional-Relaxation Pixel Dynamics

    Jun 25, 2026Langyi Chen, Chuanzhi Xu, Haoxian Zhou +6Event-Based Vision

    1The University of Sydney · 2Massachusetts Institute of Technology · 3Beijing Technology and Business University

  53. Active Adversarial Perturbation-driven Associative Memory Retrieval for RGB-Event Visual Object Tracking

    Jun 24, 2026Xiao Wang, Xufeng Lou, Zikang Yan +5Event-Based VisionMultimodal Robustness

    School of Electronic and Computer Engineering, Shenzhen Graduate School, Peking University, China

  54. 1000 Rallies: An Event-Camera Dataset and Real-Time Learned Ball-State Estimation for Robotic Table Tennis

    Jun 24, 2026Raphaela Kreiser, Asude Aydin, Yin Bi +3Event-Based VisionRobotics

    Sony AI, Zurich

  55. GeoIMO: Geometry-Driven Independent Motion Classification for Event Cameras

    Jun 23, 2026Anil Bayram Gogebakan, Filippo Marostica, Alessio Caviglia +2Event-Based VisionAutonomous Driving Perception

    Politecnico di Torino, Turin, Italy

  56. Following the Flow: Advection-Consistent Modeling for Event-based Small Object Detection

    Jun 21, 2026Wen Guo, Fulong Cai, Wuzhou QuanEvent-Based VisionSmall Object Detection

    School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai 264005, China · Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China

  57. Neural Events: Discrete Asynchronous Autoencoders for Event-Based Vision

    Jun 18, 2026Roberto Pellerito, Daniel Gehrig, Shintaro Shiba +1Event-Based VisionRepresentation Learning

    Robotics and Perception Group, University of Zurich · University of Pennsylvania · The University of Tokyo +1

  58. A High-accuracy Event-based Underwater SLAM System

    Jun 17, 2026Yifan Peng, Qihang Liu, Haoying Li +3Event-Based VisionUnderwater Robotics

  59. Low-Cost Neuromorphic Fall Detection Using Synthetic Event Data and Hybrid SNNs

    Jun 17, 2026Guillermo Rojas, Gonzalo Soto, Daniel YungeEvent-Based VisionHuman Activity Recognition

    School of Electrical Engineering Pontificia Universidad Cat´olica de Valpara´ıso, Chile

  60. EventDrive: Event Cameras for Vision-Language Driving Intelligence

    Jun 16, 2026Dongyue Lu, Rong Li, Ao Liang +6Autonomous Driving DatasetsEvent-Based Vision

    NUS · IPAL, CNRS IRL 2955, Singapore · HKUST(GZ) +4