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Jul, 2023
姿态监控:基于三元组选择的姿态特征无监督域适应用于步态识别
Watch Your Pose: Unsupervised Domain Adaption with Pose based Triplet Selection for Gait Recognition
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Gavriel Habib, Noa Barzilay, Or Shimshi, Rami Ben-Ari, Nir Darshan
TL;DR
本文提出了基于Gait Orientation的非监督领域适应方法,并通过三元组选择算法配合课程学习框架来实现。实验结果表明,该方法对于未知场景下的步态识别任务有着较好的性能表现。
Abstract
gait recognition
is a computer vision task aiming to identify people by their walking patterns. Existing methods show impressive results on individual datasets but lack the ability to generalize to unseen scenarios.
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