Temporally Enhanced Graph Convolutional Network for Hand Tracking from an Egocentric Camera
Woojin Cho,
Taewook Ha,
Ikbeom Jeon
et al.
Abstract:We propose a robust 3D hand tracking system in various hand action environments, including hand-object interaction, which utilizes a single color image and a previous pose prediction as input. We observe that existing methods deterministically exploit temporal information in motion space, failing to address realistic diverse hand motions. Also, prior methods paid less attention to efficiency as well as robust performance, i.e., the balance issues between time and accuracy. The Temporally Enhanced Graph Convolu… Show more
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