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May, 2024
QGait: 用于步态识别的准确量化和二值化输入
QGait: Toward Accurate Quantization for Gait Recognition with Binarized Input
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Senmao Tian, Haoyu Gao, Gangyi Hong, Shuyun Wang, JingJie Wang...
TL;DR
使用软量化器和距离引导蒸馏策略,在步态识别中实现关键词所示的深度学习方法,并验证了其在各种设置和数据集上的最先进准确性。
Abstract
Existing
deep learning
methods have made significant progress in
gait recognition
. Typically, appearance-based models binarize inputs into silhouette sequences. However, mainstream
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