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Jun, 2024
自监督空间-时间一致性的手语识别的表征学习
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition
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Weichao Zhao, Wengang Zhou, Hezhen Hu, Min Wang, Houqiang Li
TL;DR
通过自我监督对比学习框架,从两个不同角度挖掘富含上下文的手势姿势数据的时空一致性,并学习用于手势识别的实例辨别表示,以提高性能。
Abstract
Recently, there have been efforts to improve the performance in
sign language recognition
by designing
self-supervised learning
methods. However, these methods capture limited information from sign pose data in a
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