Human activity prediction by mapping grouplets to recurrent self-organizing map

• Main Authors: SUN, Qianru, LIU, Hong, LIU, Mengyuan, ZHANG, Tianwei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Human activity prediction; Spatio-temporal interest points; Mean shift; Recurrent Self-Organizing Map; Computer Engineering; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4453; https://ink.library.smu.edu.sg/context/sis_research/article/5456/viewcontent/Neurocomputing2015_sunqianru.pdf
• Institution: Singapore Management University

Human activity prediction is defined as inferring the high-level activity category with the observation of only a few action units. It is very meaningful for time-critical applications such as emergency surveillance. For efficient prediction, we represent the ongoing human activity by using body par...