DocumentCode
2170485
Title
Analysis and application of image segmentation and edge detection operator
Author
Lu-Bin, Zheng ; Wei, Zhou
Author_Institution
Xiamen University of Technology, Xiamen, China No.600 Ligong Road, Jimei District, Xiamen, 361024, Fujian Province
fYear
2015
fDate
22-24 July 2015
Firstpage
720
Lastpage
724
Abstract
Edges are the main feature of image, also an essential part of the computer visual and pattern recognition, so edge detection is a crucial step in the process of image processing. This article analyzes the algorithm of image segmentation and edge detection, compared the advantages and disadvantages of various operators by MATLAB. Through the experimental comparison, The overall effect of Canny operator is relatively well, but less detailed. So there is not an universal edge operator. The most important is how to choose a suitable threshold, this will be a decisive role.
Keywords
Convolution; Feature extraction; Image edge detection; Image segmentation; Interference; Noise; Signal processing algorithms; edge detection; image processing; image segmentation; operator;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science & Education (ICCSE), 2015 10th International Conference on
Conference_Location
Cambridge, United Kingdom
Print_ISBN
978-1-4799-6598-4
Type
conf
DOI
10.1109/ICCSE.2015.7250339
Filename
7250339
Link To Document