Search Results for author: Ziyuan Yin

Found 1 papers, 0 papers with code

Tracking Fast by Learning Slow: An Event-based Speed Adaptive Hand Tracker Leveraging Knowledge in RGB Domain

no code implementations28 Feb 2023 Chuanlin Lan, Ziyuan Yin, Arindam Basu, Rosa H. M. Chan

To realize our solution, we constructed the first 3D hand tracking dataset captured by an event camera in a real-world environment, figured out two data augment methods to narrow the domain gap between slow and fast motion data, developed a speed adaptive event stream segmentation method to handle hand movements in different moving speeds, and introduced a new event-to-frame representation method adaptive to event streams with different lengths.

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