Title :
The Application of Image Edge Detection in Matching Region Selection of Underwater Terrain-Aided Navigation
Author :
Shen, Jian ; Zhang, Jingyuan ; Luo, Xuan
Author_Institution :
Dept. of Weaponry Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
Matching region selection is one of the bases of underwater terrain-aided navigation technology. Boundary division of topographic statistical map, which provides convenience to matching region selection and route planning, can be accomplished quickly when using image edge detection on it. This article firstly introduced the characteristics of edge detection operators; the grayscale image was transformed from the underwater terrain model according to the edge detection requirement. Terrain entropy was calculated as well based on the grayscale level information. Then edges in the terrain entropy image were determined using three kinds of edge detection operators respectively. Finally, the underwater terrain matching simulation was implemented in the selected regions which proved the feasibility of matching region selection based on the image edge detection.
Keywords :
edge detection; geophysical image processing; image matching; navigation; oceanographic techniques; boundary division; grayscale image edge detection operator; grayscale level information; matching region selection; route planning; terrain entropy image; topographic statistical map; underwater terrain matching simulation; underwater terrain-aided navigation; Detectors; Entropy; Gray-scale; Image edge detection; Pixel; Sonar navigation;
Conference_Titel :
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5391-7
Electronic_ISBN :
978-1-4244-5392-4
DOI :
10.1109/CISE.2010.5677216