DocumentCode
1935462
Title
AUTOMATIC CLASSIFICATION METHOD FOR THE NATURAL TEXTURE BASED ON FRACTAL AND BP NETWORK
Author
Wang Lidi ; Tian Youwen ; Li Xiaohui
Author_Institution
Coll. of Inf. & Electr. Eng., Shenyang Agric. Univ.
Volume
2
fYear
2006
fDate
16-20 2006
Abstract
Fractal features extraction for the texture classification is studied. BP network is used for the classification of the natural texture image that selected from the Brodatz image database. The performance of the classifier with different features is analyzed and a comparison method for texture feature´s capability is proposed. The corresponding selection and combining of features can increase the correct rate
Keywords
backpropagation; feature extraction; image classification; image texture; visual databases; BP network; Brodatz image database; Fractal features extraction; automatic classification method; fractal network; natural texture image; texture classification; Entropy; Feature extraction; Fractals; Frequency; Image databases; Image processing; Image texture analysis; Pattern recognition; Performance analysis; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.345592
Filename
4129073
Link To Document