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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Main Authors: | , |
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Format: | Article |
Language: | Russian |
Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2023-03-01
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Series: | Informatika |
Subjects: | |
Online Access: | https://inf.grid.by/jour/article/view/1225 |
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