Event-based eye tracking. AIS 2024 challenge survey

Z Wang, C Gao, Z Wu, MV Conde… - Proceedings of the …, 2024 - openaccess.thecvf.com
This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge. The task of
the challenge focuses on processing eye movement recorded with event cameras and …

FAPNet: An Effective Frequency Adaptive Point-based Eye Tracker

X Lin, H Ren, B Cheng - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Eye tracking is crucial for human-computer interaction in different domains. Conventional
cameras encounter challenges such as power consumption and image quality during …

Recent event camera innovations: A survey

B Chakravarthi, AA Verma, K Daniilidis… - arXiv preprint arXiv …, 2024 - arxiv.org
Event-based vision, inspired by the human visual system, offers transformative capabilities
such as low latency, high dynamic range, and reduced power consumption. This paper …

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 …

Helios: An extremely low power event-based gesture recognition for always-on smart eyewear

P Bhattacharyya, J Mitton, R Page, O Morgan… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper introduces Helios, the first extremely low-power, real-time, event-based hand
gesture recognition system designed for all-day on smart eyewear. As augmented reality …

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 …