Blockwise Temporal-Spatial Pathway Network

• Published in: 2021 IEEE International Conference on Image Processing (ICIP) pp. 3677 - 3681
• Main Authors: Hong, SeulGi, Choi, Min-Kook
• Format: Conference Proceeding
• Language: English
• Published: IEEE 19.09.2021
• Subjects: 3DCNN; Action Recognition; Adaptation models; Feature extraction; Fuses; Image coding; Image recognition; Temporal-Spatial Representation; Three-dimensional displays; Visualization

Algorithms for video action recognition should consider not only spatial information but also temporal relations, which remains challenging. We propose a 3D-CNN-based action recognition model, called the blockwise temporal-spatial path-way network (BTSNet), which can adjust the temporal and spatial...