Joint Sample Enhancement and Instance-Sensitive Feature Learning for Efficient Person Search

Person search, consisting of jointly or separately trained person detection stage and person Re-ID stage, suffers from significant challenges such as inefficiency and difficulty in acquiring discriminative features. However, certain work has either turned to the end-to-end framework whose performanc...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2022-11, Vol.32 (11), p.7924-7937
Hauptverfasser:	Ke, Xiao, Liu, Hao, Guo, Wenzhong, Chen, Baitao, Cai, Yuhang, Chen, Weibin
Format:	Artikel
Sprache:	eng
Schlagworte:	deep neural networks Detectors Feature extraction Head person re-identification Person search Proposals Search problems Searching Similarity Task analysis Training
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