GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems

The vehicle re-identification (Re-ID) has become one of most important techniques for tracking vehicles in intelligent transport system. Vehicle Re-ID aims at matching identical vehicle images captured by different surveillance cameras. Recent vehicle Re-ID approaches explored deep learning-based fe...

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Veröffentlicht in:	IEEE transactions on network science and engineering 2023-09, Vol.10 (5), p.2779-2790
Hauptverfasser:	Zhou, Zhili, Li, Yujiang, Li, Jin, Yu, Keping, Kou, Guang, Wang, Meimin, Gupta, Brij Bhooshan
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Cross-domain matching Deep learning Distance metric learning Domain transformer Feature extraction GAN-Siamese network Generative adversarial networks Intelligent transportation systems Matching Measurement Task analysis Transformers Transforms Vehicle Re-ID Vehicles Visualization
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