Scholar
Yi Zhou
Google Scholar ID: _21IqnsAAAAJ
Professor at Hunan University; Director of Neuromorphic Automation and Intelligence Lab (NAIL)
VO/SLAM
Event-based Vision
High-Performance Neuromorphic Computation
Multi-view geometry
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Citations & Impact
All-time
Citations
824
H-index
11
i10-index
13
Publications
20
Co-authors
8
list available
Contact
CV
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GitHub
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LinkedIn
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Publications
8 items
Toward Deep Representation Learning for Event-Enhanced Visual Autonomous Perception: the eAP Dataset
2026
Cited
0
ODD-SEC: Onboard Drone Detection with a Spinning Event Camera
2026
Cited
0
TAPFormer: Robust Arbitrary Point Tracking via Transient Asynchronous Fusion of Frames and Events
2026
Cited
0
LEAR: Learning Edge-Aware Representations for Event-to-LiDAR Localization
2026
Cited
0
Real-time Motion Segmentation with Event-based Normal Flow
2026
Cited
0
Advances in Global Solvers for 3D Vision
2026
Cited
0
Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
2026
Cited
0
DST-Calib: A Dual-Path, Self-Supervised, Target-Free LiDAR-Camera Extrinsic Calibration Network
arXiv.org · 2026
Cited
0
Resume (English only)
Academic Achievements
2025: Paper 'Stereo-DEVO' accepted by IEEE RA-L; leads EvSLAM challenge rankings; team won 1st place in CVPRW 2025 Event-based Vision SLAM Challenge
2025: 'Event-based Visual-Inertial State Estimation for High-Speed Maneuvers' accepted by IEEE T-RO
2025: 'EvTTC' accepted by IEEE RA-L
2025: ESVO2 accepted by IEEE T-RO; ESVO2 released in 2024
2024: Three papers accepted by ECCV 2024 (two led by NAIL, one with Westlake University)
2024: 'Event-based Visual Inertial Velometer' accepted by RSS 2024
2024: 'IMU-Aided Event-based Stereo Visual Odometry' accepted by ICRA 2024
2024: 'Spatio-Temporal Calibration for Omni-Directional Vehicle-Mounted Event Cameras' accepted by IEEE RA-L
2021: 'Event-based Motion Segmentation with Spatio-Temporal Graph Cuts' accepted by IEEE T-NNLS
2021: 'Event-based Motion Segmentation by Cascaded Two-Level Multi-Model Fitting' accepted by IROS
Research Experience
Joined Hunan University as Associate Professor in October 2021, later promoted to Professor
Serves as Associate Editor for IEEE Robotics and Automation Letters (RA-L)
Associate Editor for ICRA 2024 (Visual Perception and Learning track)
Associate Editor for IROS 2022 and 2023 (SLAM section); also for Flying Robot section in IROS 2022
Co-organized and chaired the 1st Autonomous Robotic Technology Seminar (ARTS) at HKUST (Guangzhou) in November 2023
Co-authors
8 total
Laurent Kneip
Researcher at the RAI Institute, Professor & Director of the Mobile Perception Lab
Shaojie Shen
Associate Professor, Hong Kong University of Science and Technology
Guillermo Gallego
Professor, TU Berlin
Hongdong Li
Professor of Computer Vision and Machine Learning, ANU, and Amazon IML
Co-author 5
Davide Scaramuzza
Professor of Robotics and Perception, University of Zurich
Peidong Liu
Westlake University
Cristian Rodriguez-Opazo
Oracle
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