Hybrid and hierarchical fusion networks: a deep cross-modal learning architecture for action recognition

Two-stream networks have provided an alternate way of exploiting the spatiotemporal information for action recognition problem. Nevertheless, most of the two-stream variants perform the fusion of homogeneous modalities which cannot efficiently capture the action-motion dynamics from the videos. More...

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Veröffentlicht in:	Neural computing & applications 2020-07, Vol.32 (14), p.10423-10434
Hauptverfasser:	Khowaja, Sunder Ali, Lee, Seok-Lyong
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Computational Biology/Bioinformatics Computational Science and Engineering Computer architecture Computer Science Data Mining and Knowledge Discovery Image Processing and Computer Vision Learning Modelling Networks Optical flow (image analysis) Original Article Probability and Statistics in Computer Science Recognition Streams
Online-Zugang:	Volltext
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