DocumentCode
2200579
Title
The Research on the Methods of Image Edge Detection
Author
Zhang, Xiuli ; Liu, Wei
Author_Institution
Inf. Sci. & Eng. Inst., Shenyang Ligong Univ., Shenyang, China
fYear
2010
fDate
1-3 Nov. 2010
Firstpage
100
Lastpage
103
Abstract
The methods of image edge detection based on the differential, wavelet transform and image morphology are introduced in the paper. Differential operator edge detection method is based on the edge of the adjacent regions´ boundary that is not continuous with the gray, using derivative to detect the edge, Wavelet transform edge detection is by means of selecting the appropriate wavelet function to make wavelet detail component to truely reflect the image of the local gray mutations point, The basic idea of mathematical morphology is to use some forms of structural elements to measure and extract the corresponding shape of the image to attain the objective of image analysis and recognition.
Keywords
edge detection; feature extraction; mathematical morphology; mathematical operators; wavelet transforms; adjacent region boundary; differential operator; differential wavelet transform; image analysis; image edge detection; image morphology; image recognition; local gray mutation point; shape extraction; wavelet detail component; wavelet function; differential operator; edge detection; morphology; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-8548-2
Electronic_ISBN
978-0-7695-4249-2
Type
conf
DOI
10.1109/ICINIS.2010.70
Filename
5693689
Link To Document