摘要
利用人工智能和图像处理技术,提出了一种新的瓷砖色差自动分类方法。在传统的图像颜色直方图方法基础上,充分考虑了颜色的空间分布对人类视觉的影响,将图像主要颜色的H(色调)、S(饱和度)、P(颜色的概率)及D(颜色的空间分布)作为神经网络的输入,克服了仅仅利用颜色直方图进行颜色分类带来的因颜色空间信息丢失而无法精确分类的问题,采用模糊技术对瓷砖表面色差进行了精确分类。
A new method of tile chromatism classification based on artificial intelligence and image processing was presented. Color spatial distribution information of color was applied to the old method. Hue, saturation, probability and spatial distribution of three (or more) colors, whose appearing probability were maximum in color histogram, were selected as input parameters of artificial neural network, and fuzzy techniques was applied in the input and output of artificia neural network in order to make the resul...
出处
《微型机与应用》
北大核心
2007年第S1期106-108,112,共4页
Microcomputer & Its Applications
基金
中国地质大学(北京)科学技术基金(200520)
关键词
颜色直方图
颜色空间分布
神经网络
色差分类
模糊技术
Color histogram
Color spatial distribution
Neural networks
Chromatism classification
Fuzzy technique
