Egocentric temporal action proposals

• Main Authors: HUANG, Shao, WANG, Weiqiang, HE, Shengfeng, LAU, Rynson W. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Atom optics; Optical imaging; Proposals; temporal action proposals; Video processing; Videos; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8378
• Institution: Singapore Management University

We present an approach to localize generic actions in egocentric videos, called temporal action proposals (TAPs), for accelerating the action recognition step. An egocentric TAP refers to a sequence of frames that may contain a generic action performed by the wearer of a head-mounted camera, e.g., t...