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Improved Spatial-Temporal Moving Object Detection Method Resistant to Noise

Improved Spatial-Temporal Moving Object Detection Method Resistant to Noise
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Copyright: 2014
Pages: 12
Source title: Video Surveillance Techniques and Technologies
Source Author(s)/Editor(s): Vesna Zeljkovic (New York Institute of Technology, Nanjing Campus, China)
DOI: 10.4018/978-1-4666-4896-8.ch005

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Abstract

The resistance of the improved moving objects detection algorithm to various types of additive and multiplicative noise is discussed. The algorithm’s first phase contains the noise suppression filter based on spatiotemporal blocks including dimensionality reduction technique for a compact scalar representation of each block, and the second phase consists of the moving object detection algorithm resistant to illumination changes that detects and tracks moving objects.

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