A compact representation of human actions by sliding coordinate coding

• Main Authors: DING, Runwei, SUN, Qianru, LIU, Mengyuan, LIU, Hong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Human action recognition; bag-of-words model; local feature; Artificial Intelligence and Robotics; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/4451; https://ink.library.smu.edu.sg/context/sis_research/article/5454/viewcontent/1729881417746114.pdf
• Institution: Singapore Management University

Human action recognition remains challenging in realistic videos, where scale and viewpoint changes make the problem complicated. Many complex models have been developed to overcome these difficulties, while we explore using low-level features and typical classifiers to achieve the state-of-the-art...