Real-Time Action Recognition with Deeply-Transferred Motion Vector CNNs

The two-stream CNNs prove very successful for video based action recognition. However the classical two-stream CNNs are time costly, mainly due to the bottleneck of calculating optical flows. In this paper, we propose a two-stream based real-time action recognition approach by using motion vector to...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 08. Jan.
1. Verfasser: Zhang, Bowen (VerfasserIn)
Weitere Verfasser: Wang, Limin, Wang, Zhe, Qiao, Yu, Wang, Hanli
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article