Client aware adaptive federated learning using UCB-based reinforcement for people re-identification

Client aware adaptive federated learning using UCB-based reinforcement for people re-identification

Abstract People re-identification enables locating and identifying individuals across different camera views in surveillance environments. The surveillance data contains personally identifiable information such as facial images, behavioral patterns, and location data, which can be used for malicious...

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Bibliographic Details
Main Authors: Dinah Waref, Yomna Alayary, Nadeen Fathallah, Mohamed A. Abd El Ghany, Mohammed A.-M. Salem
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Federated learning
People re-identification
Non-IID
Contrastive learning
Online Access:https://doi.org/10.1186/s13677-025-00746-9
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https://doi.org/10.1186/s13677-025-00746-9

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