摘要
提出一种基于颜色特征的家居设计图情感分类方法。通过人们对色彩的感知和理解,建立图像颜色特征与情感语义的关系模型。在此基础上,以家居设计图为数据源,提取图像的全局和局部颜色特征,结合基于RBF网络的分类器完成对家居设计图像的风格分类。实验结果证明了该方法的有效性。
This paper proposes a method of emotional classification of the house-designing image based on color feature.A relationship model is built between the color features and emotional semantics based on the perceptual understanding of color.It uses the house-designing image as data,and the classification of house-designing image is performed by the extraction of global and local color feature combine with the classifier based on the Radial Basis Function Neural Network（RBFNN）.Experimental results show the availability of the classification.
出处
《计算机工程》
CAS
CSCD
北大核心
2011年第16期224-226,229,共4页
Computer Engineering
基金
湖南省自然科学基金资助项目(07JJ6115)
智能制造湖南省高校重点实验室基金资助项目(2009IM06)
关键词
颜色特征
家居设计图
径向基函数神经网络
图像分类
情感语义
color feature
house-designing image
Radial Basis Function Neural Network（RBFNN）
image classification
emotional semantics
