Improving person re-identification based on two-stage training of convolutional neural networks and augmentation

Objectives. The main goal is to improve person re-identification accuracy in distributed video surveillance systems.Methods. Machine learning methods are applied.Result. A technology for two-stage training of convolutional neural networks (CNN) is presented, characterized by the use of image augment...

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Bibliographic Details
Main Authors: S. A. Ihnatsyeva, R. P. Bohush
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2023-03-01
Series:Informatika
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Online Access:https://inf.grid.by/jour/article/view/1225
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