DocumentCode :
2148722
Title :
Coastline detection using coupled variational level-set formulation
Author :
Bhaskar, H.
Author_Institution :
Dept. of Comput. Eng., Khalifa Univ., Abu Dhabi, United Arab Emirates
fYear :
2011
fDate :
3-4 Nov. 2011
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, we describe a method of detecting dynamic coast-lines from ground-level images using an integrated level-set framework. A dynamic coastline is represented as the longest boundary of intersection of multiple moving fronts (geometric active contours) corresponding to multiple regions within the image together with model of their evolution using the level set formulation. The evolution of the various moving front is modelled using an adaptive variational formulation of the level set function that in-turn minimizes an appropriate energy function. We explore the performance of the model and show that the proposed method achieves better accuracy than other widely used methods for coastline extraction.
Keywords :
computational geometry; feature extraction; geophysical image processing; minimisation; adaptive variational formulation; coastline extraction; coupled variational level set formulation; dynamic coastline detection; energy function minimisation; geometric active contours; ground level images; integrated level set framework; multiple moving fronts; coastline detection; level set; multiple level set analysis; variational formulation;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Imaging for Crime Detection and Prevention 2011 (ICDP 2011), 4th International Conference on
Conference_Location :
London
Electronic_ISBN :
978-1-84919-565-2
Type :
conf
DOI :
10.1049/ic.2011.0107
Filename :
6203658
Link To Document :
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