Salient pairwise spatio-temporal interest points for real-time activity recognition

• Main Authors: LIU, Mengyuan, LIU, Hong, SUN, Qianru, ZHANG, Tianwei, DING, Runwei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Spatio-temporal interest point; Bag-of-visual words; Co-occurrence; Computer Engineering; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4460; https://ink.library.smu.edu.sg/context/sis_research/article/5463/viewcontent/1_s2.0_S2468232216000020_main.pdf
• Institution: Singapore Management University

Real-time Human action classification in complex scenes has applications in various domains such as visual surveillance, video retrieval and human robot interaction. While, the task is challenging due to computation efficiency, cluttered backgrounds and intro-variability among same type of actions....