DocumentCode
2770752
Title
Designing filters for texture interpretation using genetic algorithms
Author
Undrill, P.E. ; Delibasis, K. ; Cameron, G.G.
Author_Institution
Dept. of Biomed., Aberdeen Univ., UK
fYear
1997
fDate
35487
Firstpage
42461
Lastpage
42466
Abstract
Many medical images contain objects with characteristic shape and texture. Detection and classification of regional outlines can be made more robust if specific texture descriptors are established and then matched in an appropriate feature space. The authors develop a design approach which, after training, is able to discriminate between regions with structured texture. They then apply the same general method to images with random texture
Keywords
medical image processing; filters; genetic algorithms; medical images; random texture; regional outline classification; regional outline detection; structured texture; texture descriptors; texture interpretation;
fLanguage
English
Publisher
iet
Conference_Titel
Pattern Recognition (Digest No. 1997/018), IEE Colloquium on
Conference_Location
London
Type
conf
DOI
10.1049/ic:19970127
Filename
598539
Link To Document