Title :
Color image classification using neural networks
Author :
Shinmoto, Masayuki ; Mitsukura, Yasue ; Fukumi, Minoru ; Akamatsu, Norio
Author_Institution :
Fac. of Eng., Tokushima Univ., Japan
Abstract :
This paper presents a method for image classification by neural networks that use characteristic data extracted from images. In order to extract characteristic data, image pixels are divided by a clustering method on HSI 3-dimensional space and processed by labeling to select domains. The validity of this technique is verified by means of computer simulation.
Keywords :
image classification; image colour analysis; neural nets; pattern clustering; HSI 3-dimensional space; K-means method; characteristic data extraction; clustering method; color image classification; computer simulation; domain selection; image pixels; labeling; neural networks; Color; Neural networks; Web pages;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1196555
