Recognition of human activities using a multiclass relevance vector machine

• Main Authors: He, Weihua, Yow, Kin Choong, Guo, Yongcai
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98856; http://hdl.handle.net/10220/10926
• Institution: Nanyang Technological University

We address the issue of human activity recognition by introducing the multiclass relevance vector machine (mRVM), the current state-of-the-art kernel machine learning technology given the multiclass classification problems (actually, activity recognition can commonly be viewed as a multiclass classi...