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PAM-based behavior modelling


Huynh-The, T and Le, B-V and Fahim, M and Lee, S and Yoon, Y and Kang, BH, PAM-based behavior modelling, Lecture Notes in Computer Science 8868: Proceedings of the 6th International Work-Conference, IWAAL 2014, 2-5 December 2014, Belfast, UK, pp. 34-37. ISSN 0302-9743 (2014) [Refereed Conference Paper]

Copyright Statement

Copyright 2014 Springer International Publishing Switzerland

DOI: doi:10.1007/978-3-319-13105-4_6


A novel approach for human behavior modelling is represented in this paper based on the Pachinko Allocation Model (PAM) algorithm for the video-based road surveillance. In particular, the authors focus on the behavior analysis and modelling for learning and training as the main distribution of this research. Sparse object features in sequence of frames are modelled into activities and behaviors with full topic correlations to avoid omissions of small activities.

Item Details

Item Type:Refereed Conference Paper
Research Division:Information and Computing Sciences
Research Group:Information Systems
Research Field:Information Systems not elsewhere classified
Objective Division:Information and Communication Services
Objective Group:Information Services
Objective Field:Information Services not elsewhere classified
Author:Kang, BH (Professor Byeong Kang)
ID Code:98418
Year Published:2014
Deposited By:Information and Communication Technology
Deposited On:2015-02-13
Last Modified:2018-01-16

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