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Improving Human Action Recognition Through Cross-View Camera-Aware Augmentation

Human Action Recognition (HAR) is vital in surveillance, sports analysis, and Human–Computer Interaction (HCI). Publicly available benchmarks mostly suffer from limited sample sizes, class imbalance, occlusions, and viewpoint variability, which may affect model generalization. Most existing HAR augm...

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Uloženo v:
Hlavní autoři: Zahid Khaskheli, Qasim Ali, M Shehram Shah, Din Muhammad, Farast Ali, Hina Ali, Maria Khalid, Zoha Waheed, Umer Gaffar
Médium: Artigo
Jazyk:Inglês
Vydáno: Mehran University of Engineering and Technology 2026-07-01
Edice:Mehran University Research Journal of Engineering and Technology
Témata:
human action recognition
3d neural networks
deep learning
data augmentation
cross-view action recognition
spatiotemporal feature learning
On-line přístup:https://murjet.muet.edu.pk/index.php/home/article/view/905
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