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. 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

  2. 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

  3. 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

  4. ESAR: Event-Based Synthetic Aperture Reconstruction

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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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.

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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.

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

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

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

  29. 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

  30. 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