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In this work we propose a dynamic scene model to provide information about the presence of salient motion in the scene, and that could be used for focusing the attention of a pan/tilt/zoom camera, or for background modeling purposes. Rather than proposing a set of saliency detectors, we define what we mean by salient motion, and propose a precise model for it. Detecting salient motion becomes equivalent to detecting a model change. We derive optimal online procedures to solve this problem, which enable a very fast implementation. Promising results show that our model can effectively detect salient motion even in severely cluttered scenes, and while a camera is panning and tilting. © 2009 IEEE.

Original publication

DOI

10.1109/AVSS.2009.30

Type

Journal article

Journal

6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009

Publication Date

25/12/2009

Pages

490 - 495