IEEE - Institute of Electrical and Electronics Engineers, Inc. - Human Motion Change Detection by Hierarchical Gaussian Process Dynamical Model with Particle Filter

2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)

Author(s): Yafeng Yin ; Hong Man ; Jing Wang ; Guang Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2010
Conference Location: Boston, MA, USA, USA
Conference Date: 29 August 2010
Page(s): 307 - 314
ISBN (CD): 978-0-7695-4264-5
ISBN (Electronic): 978-1-4244-8311-2
ISBN (Paper): 978-1-4244-8310-5
DOI: 10.1109/AVSS.2010.55
Regular:

Human motion change detection is a challenging taskfor a surveillance sensor system. Major challenges includecomplex scenes with a large amount of targets and confusors,and complex motion... View More

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