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Digital Image Computing: Techniques and Applications (DICTA'05)
Pixel Behaviour Metrics for Dynamic Background Modelling with the Projected Difference Pattern Method
Cairns, Australia
December 06-December 08
ISBN: 0-7695-2467-2
Peter Pakulski, Flinders University
Karl Sammut, Flinders University
Fangpo He, Flinders University
Matthew Naylor, Vision Systems, Vision Fire & Security
This paper presents a new algorithm for modelling the behaviour of dynamic video. The PDP (Projected Difference Pattern) is designed to perform simple spatiotemporal processing with a strong focus on efficiency of real-time implementation. In its simplest implementation, the algorithm is shown to be suitable for generating dynamic background models, motion characterisation, and motion detection. Sample analyses of test video are presented to support this work.
Citation:
Peter Pakulski, Karl Sammut, Fangpo He, Matthew Naylor, "Pixel Behaviour Metrics for Dynamic Background Modelling with the Projected Difference Pattern Method," dicta, pp.25, Digital Image Computing: Techniques and Applications (DICTA'05), 2005
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