DocumentCode
2748593
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
Volume
4
fYear
1996
fDate
3-6 Jun 1996
Firstpage
2055
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549218
Filename
549218
Link To Document