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Fast Technique for Moving Shadow Detection in Image Sequences

Shastry, Pavan V and Ramakrishnan, KR (2004) Fast Technique for Moving Shadow Detection in Image Sequences. In: International Conference on Signal Processing and Communications, SPCOM 2004, 11-14th December, Bangalore, India, pp. 359-362.

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Abstract

Automatic video surveillance systems typically involve tasks of moving object detection, object tracking ,event analysis and detection of abnormality, One of the key requirements of scene understanding is detection and removal of moving shadows. In the context of real time automatic surveillance systems, considering the various tasks to be performed, detection of moving shadows needs to be performed with minimal computational complexity. Many algorithms have been proposed in the literature that deal with moving shadow detection. The existing algorithms treat tracking of objects and shadow detection tasks in an isolated manner.In this paper we present a technique for shadow detection which uses motion information from the tracking module and hence greatly reduces the computational complexity.

Item Type: Conference Paper
Additional Information: Copyright 2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 22 Aug 2008
Last Modified: 19 Sep 2010 04:35
URI: http://eprints.iisc.ernet.in/id/eprint/9817

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