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September 29, 2025Open Access

EventEgoHands: Event-based Egocentric 3D Hand Mesh Reconstruction

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Authors

RHRyosei HaraWIWataru IkedaMHMasashi Hatano

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Overview

EventEgoHands improves 3D hand mesh reconstruction in egocentric views, suggesting its potential for AR/VR interactions.

Key Points

  • MPJPE improved by over 4.5 cm using the novel EventEgoHands method with high dynamic range.
  • The method effectively mitigates dynamic background influence by utilizing a Hand Segmentation Module.
  • Evaluation conducted on the N-HOT3D dataset, indicating robustness against motion blur.
  • Event cameras provide high temporal resolution, crucial for capturing fast hand movements in real-time scenarios.

Cite This Study

Hara et al. (2025) studied this question.

synapsesocial.com/papers/68da58e0c1728099cfd117achttps://doi.org/10.48550/arxiv.2505.19169
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