Discriminative Feature Learning With Foreground Attention for Person Re-Identification

Sanping Zhou,Jinjun Wang,Deyu Meng,Yudong Liang,Yihong Gong,Nanning Zheng

IEEE Transactions on Image Processing（2019）

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摘要

The performance of person re-identification (Re-ID) has been seriously affected by the large cross-view appearance variations caused by mutual occlusions and background clutter. Hence, learning a feature representation that can adaptively emphasize the foreground persons becomes very critical to solve the person Re-ID problem. In this paper, we propose a simple yet effective foreground attentive n...

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关键词

Feature extraction,Measurement,Neural networks,Learning systems,Decoding,Training,Task analysis

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