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.
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;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345592
