DocumentCode
1730979
Title
Application of mathematical morphology and canny operator in pattern extraction of wood decay image
Author
Hou, Weiping ; Wang, Lihai
Author_Institution
Eng. & Technol. Coll., Northeast Forestry Univ., Harbin, China
Volume
1
fYear
2011
Firstpage
306
Lastpage
309
Abstract
According to the theory of mathematical morphological, edge detection operators and characteristics of wood decay image, a multi-structure element multi-scale edge detection algorithm based on mathematical morphology is proposed. The image is filtered by an alternative-order morphological corrosion-expansion filter with a multi-scale element, and the edge information is obtained using multi-structure elements open-close operation. Canny operator is used to extract the edge of the decay image. Experimental results show that the proposed algorithm is insensitive to noise and is efficient in edge detection.
Keywords
edge detection; feature extraction; filtering theory; mathematical morphology; Canny operator; alternative-order morphological corrosion-expansion filter; edge detection operators; mathematical morphology; multistructure element multiscale edge detection algorithm; pattern extraction; wood decay image; Detectors; Feature extraction; Filtering theory; Image edge detection; edge detection; image processing; mathematical morphology; multi-scale multi-structure;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Network Technology (ICCSNT), 2011 International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-1586-0
Type
conf
DOI
10.1109/ICCSNT.2011.6181963
Filename
6181963
Link To Document