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Jul, 2024
CLASH:用神经架构搜索进行步态识别的互补学习
CLASH: Complementary Learning with Neural Architecture Search for Gait Recognition
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Huanzhang Dou, Pengyi Zhang, Yuhan Zhao, Lu Jin, Xi Li
TL;DR
通过使用稠密时空场(DSTF)和基于神经架构搜索(NCL)的互补学习,提出了一种对步态进行识别的框架(CLASH),它能够增强对步态模式的敏感性,同时保持识别的鲁棒性,并在各种情景下取得了良好的效果。
Abstract
gait recognition
, which aims at identifying individuals by their walking patterns, has achieved great success based on silhouette. The binary silhouette sequence encodes the
walking pattern
within the sparse boun
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