A novel method of abnormal behaviors recognition

Abstract

We propose a hybrid Bag-of-Words model for classifying and recognizing human abnormal behavior, and present an h-pLSA model for semi-supervised learning and classify video and text information simultaneity. The experiments show some encouraging results, which indicate that the method can be a choice for solving the problem described. © 2011 Springer-Verlag.