Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions

• Published in: Pattern recognition Vol. 134; p. 109068
• Main Authors: Xi, Jiali, Huang, Jianqiang, Zheng, Shibao, Zhou, Qin, Schiele, Bernt, Hua, Xian-Sheng, Sun, Qianru
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2023
• Subjects: Baseline; Comprehensive; Person re-identification; Baseline; Comprehensive; Person re-identification

•A novel baseline for person re-identification is proposed to learn comprehensive global embedding, ensuring that more local regions (the number of local regions is manually defined) of global feature maps are discriminative.•A Non-parameterized Local Classifier (NLC) module is designed to obtain a...