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Pattern Recognition and Artificial Intelligence. 2023, (07) Core

Federated Domain Generalization Person Re-identification with Privacy PreservingChinese Full TextEnglish Full Text (MT)

PENG Jinjia;SONG Pengpeng;WANG Huibing;School of Cyber Security and Computer,Hebei University;Information Science and Technology College,Dalian Maritime University;

Abstract: Person re-identification aims at recognizing images of target pedestrians in different cameras. The re-identification model trained in one scene cannot be directly applied in another scene, due to the domain bias between different scenes. The data collected from cameras often contains sensitive personal information. Most of the existing re-identification methods usually require centralization of training data, resulting in privacy leakage problems. Therefore, a method for federated domain genera... More
Keywords：

Person Re-identification; Domain Generalization; Federated Learning; Data Privacy; Alignment Learning;

  • DOI：

    10.16451/j.cnki.issn1003-6059.202307005

  • Series：

    (I) Electronic Technology ＆ Information Science

  • Subject：

    Computer Software and Application of Computer

  • Classification Code：

    TP391.41;TP309

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