Title :
A color management system for textile based on HSV model and bayesian classifier
Author :
Qiaoling, Ji ; Weimin, Qi
Author_Institution :
Inst. of Mech. & Electron. Eng., Wuhan Univ. of Sci. & Eng., Wuhan
Abstract :
The specific needs to retain and communicate textured dyed material and printed fabric become imperative due to quick fashion changes. A systematic way of textile color retrieval and classification is put forward in this paper to develop an accurate and feasible textile digital color management. Firstly the system structure is discussed and then the HSV model combined with reference color table is used in the color retrieval of textile. Secondly, Bayesian network is applied to classify the samples. Thirdly the system structure incorporated with above methods is established. And then tests are carried out at the end of the paper and the simulation results have proved the effectiveness of this method. Consequently, it´s verified that the method is effective and feasible to be put into practice in color management of textile.
Keywords :
belief networks; image classification; image colour analysis; image retrieval; textiles; Bayesian classifier; HSV model; color classification; color management system; dyed material; printed fabric; reference color table; textile color retrieval; textile digital color management; Bayesian methods; Color; Communication industry; Engineering management; Fabrics; Industrial control; Quality control; Quality management; Robotics and automation; Textile industry; Bayesian network; Color space; Digital color management; Textile;
Conference_Titel :
Control, Automation, Robotics and Vision, 2008. ICARCV 2008. 10th International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-2286-9
Electronic_ISBN :
978-1-4244-2287-6
DOI :
10.1109/ICARCV.2008.4795814