Event-based Motion Deblurring via Multi-Temporal Granularity Fusion

X Lin, H Ren, Y Huang, Z Liu, Y Zhou, H Fu… - arXiv preprint arXiv …, 2024 - arxiv.org
Conventional frame-based cameras inevitably produce blurry effects due to motion
occurring during the exposure time. Event camera, a bio-inspired sensor offering continuous …

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba

H Ren, Y Zhou, J Zhu, H Fu, Y Huang, X Lin… - arXiv preprint arXiv …, 2024 - arxiv.org
Event cameras, drawing inspiration from biological systems, efficiently detect changes in
ambient light with low latency and high dynamic range while consuming minimal power. The …

Frequency-aware Event Cloud Network

H Ren, F Ma, X Lin, Y Fang, H Huang, Y Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Event cameras are biologically inspired sensors that emit events asynchronously with
remarkable temporal resolution, garnering significant attention from both industry and …

FACET: Fast and Accurate Event-Based Eye Tracking Using Ellipse Modeling for Extended Reality

J Ding, Z Wang, C Gao, M Liu, Q Chen - arXiv preprint arXiv:2409.15584, 2024 - arxiv.org
Eye tracking is a key technology for gaze-based interactions in Extended Reality (XR), but
traditional frame-based systems struggle to meet XR's demands for high accuracy, low …

Dual-Task Collaborative Network Based on Edge Information and Coarse Segmentation Map for Camouflaged Object Detection

B Jiang, J Li, T Zhou, K Zuo, S Xiong, H Xiao… - Available at SSRN … - papers.ssrn.com
Camouflaged objects are similar to their backgrounds and exhibit low contrast, posing
significant challenges for detection tasks. Due to the often very vague boundaries of …