Event camera-based human pose estimation via hybrid spiking-point cloud neural architecture

Event camera-based human pose estimation faces fundamental trade-offs between temporal precision and computational efficiency. We propose a novel hybrid spiking-point cloud network that overcomes these limitations through a three-modal channel splitting strategy. The system incorporates cross-modal...

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Bibliographic Details
Main Authors: Sichao Tang, Hengyi Lv, Xiangzhi Li, Yuchen Zhao, Yisa Zhang, Yang Feng
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025028269
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