Title :
Application in Target Recognition Based on Gray System Theory and Mathematical Morphology Edge Detection
Author :
Li Hai-Yu ; Jia Xin-yu ; Liu Ying ; Tan Hai-feng ; Zheng Nan
Author_Institution :
Dept. of Basic, Aviation Univ. of Air force, Changchun, China
Abstract :
This paper explores the gray system theory and mathematical morphology in image edge detection and target recognition applications. Through experiments that ingenious combination of the gray system theory and mathematical morphology, the use of gray system theory to extract the edge of the image for the conditions, the multi-level geodetic expansion to expand to fill the target area, through which the algorithm can improve the detection of image accuracy, enhanced noise immunity, effectively identify the target.
Keywords :
edge detection; feature extraction; grey systems; mathematical morphology; object detection; gray system theory; image detection accuracy improvement; image edge detection; image edge extraction; image noise immunity; mathematical morphology edge detection; multilevel geodetic expansion; target identification; target recognition; Algorithm design and analysis; Correlation; Gray-scale; Image edge detection; Morphology; Target recognition; Absolute correlation; edge detection; geodesic expansion; gray theory; mathematical morphology; target identification;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.166