Title :
Research of PCB image segmentation based on color features
Author :
Chen, Zhikun ; Wang, Qing
Author_Institution :
Coll. of Comput. & Autom. Control, Hebei Polytech. Univ., Tangshan, China
Abstract :
In order to improve color PCB image segmentation problem, research a threshold segmentation based on color features. In the RGB color space by analyzing PCB image of the RGB color features, select a color feature or a combination of components as the color features which distinct foreground from background of PCB image. Through the gray transformation, get the corresponding gray image of the chosen color features. Using ostu threshold method to the component of the color features gray image. Experiments show that, the method of PCB image segmentation based on color features, can better overcome the natural lighting conditions, uneven lighting PCB images, PCB itself is a transparent material and other factors on the effect of threshold for image segmentation of PCB.
Keywords :
image colour analysis; image segmentation; PCB image segmentation; RGB color space; color features; gray transformation; ostu threshold method; threshold segmentation; Image color analysis; Image segmentation; PCB image segmentation; color features; ostu method;
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6539-2
DOI :
10.1109/ICACTE.2010.5579447