DocumentCode
447137
Title
Region labeling method based on doublePCNN and morphology
Author
Yi-de, Ma ; Chun-Liang, QI
Author_Institution
Coll. of Inf. Sci. & Eng., Lanzhou Univ., China
Volume
1
fYear
2005
fDate
12-14 Oct. 2005
Firstpage
332
Lastpage
335
Abstract
A new approach for region labeling by using double pulse coupled neural networks (PCNN) and morphology is brought forward in this paper. Firstly, a preliminary result is obtained by using one PCNN, and then further operates on the result image using the other PCNN and morphology: uniting small region; edge extracting and thinning; region labeling. The results of computer simulation show that the method is valuable for image processing research.
Keywords
image processing; neural nets; double pulse coupled neural networks; image processing research; region labeling method; Chaotic communication; Image coding; Image edge detection; Image processing; Image segmentation; Labeling; Morphology; Neural networks; Neurons; Pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technology, 2005. ISCIT 2005. IEEE International Symposium on
Print_ISBN
0-7803-9538-7
Type
conf
DOI
10.1109/ISCIT.2005.1566862
Filename
1566862
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