Performance Evaluation of Action Recognition Models on Low Quality Videos

In the design of action recognition models, the quality of videos is an important issue; however, the trade-off between the quality and performance is often ignored. In general, action recognition models are trained on high-quality videos, hence it is not known how the model performance degrades whe...

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Veröffentlicht in:	arXiv.org 2022-11
Hauptverfasser:	Otani, Aoi, Hashiguchi, Ryota, Omi, Kazuki, Fukushima, Norishige, Tamaki, Toru
Format:	Artikel
Sprache:	eng
Schlagworte:	Activity recognition Computer Science - Computer Vision and Pattern Recognition Degradation Image compression Performance evaluation Video
Online-Zugang:	Volltext
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