Deep learning for event-based vision: A comprehensive survey and benchmarks

X Zheng, Y Liu, Y Lu, T Hua, T Pan, W Zhang… - ar** (SLAM) is a crucial function for most autonomous
systems, allowing them to both navigate through and create maps of unfamiliar …

Spike-based motion estimation for object tracking through bio-inspired unsupervised learning

Y Zheng, Z Yu, S Wang, T Huang - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Neuromorphic vision sensors, whose pixels output events/spikes asynchronously with a
high temporal resolution according to the scene radiance change, are naturally appropriate …

Boosting spike camera image reconstruction from a perspective of dealing with spike fluctuations

R Zhao, R **ong, J Zhao, J Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
As a bio-inspired vision sensor with ultra-high speed spike cameras exhibit great potential in
recording dynamic scenes with high-speed motion or drastic light changes. Different from …

Hybrid high dynamic range imaging fusing neuromorphic and conventional images

J Han, Y Yang, P Duan, C Zhou, L Ma… - … on pattern analysis …, 2023 - ieeexplore.ieee.org
Reconstruction of high dynamic range image from a single low dynamic range image
captured by a conventional RGB camera, which suffers from over-or under-exposure, is an ill …

Enhancing motion deblurring in high-speed scenes with spike streams

S Chen, J Zhang, Y Zheng… - Advances in Neural …, 2023 - proceedings.neurips.cc
Traditional cameras produce desirable vision results but struggle with motion blur in high-
speed scenes due to long exposure windows. Existing frame-based deblurring algorithms …