Multi-scale aggregation network for temporal action proposals

• Published in: Pattern recognition letters Vol. 122; pp. 60 - 65
• Main Authors: Wang, Zheng, Chen, Kai, Zhang, Mingxing, He, Peilin, Wang, Yajie, Zhu, Ping, Yang, Yang
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier B.V 01.05.2019; Elsevier Science Ltd
• Subjects: Agglomeration; Labeling; Proposals

•We propose a network with temporal multi-layer dilated convolution for TAP.•We propose the unit level and proposal level multi-scale aggregation strategies.•We propose to take the soft labelling to facilitate action boundary unit prediction. Temporal action detection is a very challenging and valua...