DocumentCode
2288127
Title
Research on Edge Detection of Gray-Scale Image Based on Mathematical Morphology Algorithm and Rough Sets
Author
Li, Ding ; Chongzhao, Han
Author_Institution
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an
fYear
2008
fDate
20-22 Dec. 2008
Firstpage
852
Lastpage
855
Abstract
A novel mathematical morphology algorithm based on rough sets is given for edge detection of gray-scale image. According to geometrical feature of image, the structure element is selected automatically to image details matching. The experimental results show that the method is better than the classical edge detection. It is also better than traditional mathematical morphological used single structure element.
Keywords
edge detection; image matching; mathematical morphology; rough set theory; edge detection; geometrical feature; gray-scale image; image details matching; mathematical morphology algorithm; rough sets; Gray-scale; Image analysis; Image edge detection; Image processing; Machine learning algorithms; Mathematics; Morphology; Rough sets; Set theory; Shape; edge detection; gray-scale image; mathematical morphology; rough sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
Conference_Location
Phuket
Print_ISBN
978-0-7695-3504-3
Type
conf
DOI
10.1109/ICCEE.2008.60
Filename
4741104
Link To Document