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PAM-based behavior modelling

Citation

Huynh-The, T and Le, B-V and Fahim, M and Lee, S and Yoon, Y and Kang, BH, PAM-based behavior modelling, 6th International Work-Conference, IWAAL 2014 Proceedings, 2-5 December, 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

Abstract

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
Keywords:PAM-based
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:Computing and Information Systems
Deposited On:2015-02-13
Last Modified:2017-11-13
Downloads:0

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