2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:TP-P3.3
Session:Image and Video Segmentation IV
Time:Tuesday, September 18, 14:30 - 17:10
Presentation: Poster
Title: MONOTONIC VECTOR FORCES AND GREEN’S THEOREM FOR AUTOMATIC AREA CALCULATION
Authors: Nikolay Metodiev Sirakov; Texas A&M University Commerce 
Abstract: The disorders caused by a cerebral hemorrhage depend on its location, shape and area. The purpose of this paper is to develop a framework to automatically extract the above features for the goal of indexing and fast image retrieval. The method uses monotonic normal and tangent forces, defined on an active contour, guided by two forms of the geometric heat equation toward objects’ and voids’ boundaries, which are used by the Green’s Theorem to automatically calculate their areas. To validate the theory experiments are performed with medical images. A discussion on the advantages/limitations and a comparison with existing methods is given at the end of the paper.



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