Title :
The automatic button-color matching system using Kohonen´s self-organizing feature maps in the textile field
Author :
FujiMura, Kikuo ; Tanaka, Shin-ichi ; Tokutaka, Heizo ; Kishida, Satoru
Author_Institution :
Dept. of Electr. & Electron. Eng., Tottori Univ., Japan
Abstract :
We introduce the automatic button-color matching system using Kohonen´s self-organizing feature maps (SOMs). The system consisted of two processes: (1) self-organizing feature mapping and (2) SOM analysis. The recognition test of the system was performed using an actual data set. From the results, the total recognition rate of 78% as almost the same as LVQ (80%) was obtained. Furthermore, ranking information of “best button”, “next best button”, ... can be obtained
Keywords :
image colour analysis; self-organising feature maps; textile industry; Kohonen´s self-organizing feature maps; automatic button-color matching system; recognition test; self-organizing feature mapping; textile field; total recognition rate; Brightness; Color; Databases; Humans; Organizing; Performance analysis; Performance evaluation; Production systems; System testing; Textiles;
Conference_Titel :
Neural Networks, 1996., IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-3210-5
DOI :
10.1109/ICNN.1996.549218
