PAM-based behavior modelling

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Abstract

A novel approach for human behavior modelling is represented in this paper based on thePachinko 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.

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Huynh-The, T., Le, B. V., Fahim, M., Lee, S., Yoon, Y., & Kang, B. H. (2014). PAM-based behavior modelling. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8868, 34–37. https://doi.org/10.1007/978-3-319-13105-4_6

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