Color Texture Recognition Based on Wavelet Probabilistic Neural Network

XIAO Shu-ping; YANG Jian-xiong; CHEN Yi-dong

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Color Texture Recognition Based on Wavelet Probabilistic Neural Network

更新时间：2026-09-04

- Color Texture Recognition Based on Wavelet Probabilistic Neural Network
- Vol. 27, Issue 6, Pages: 28-31(2010)
- 作者机构：
  
  1. 1 广州工商职业技术学院,广东,广州,510850
  2. 2 中国人民银行榆林中心支行,陕西,榆林,719000
  3. 3 武警杭州指挥学院,浙江,杭州,310023
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2010
- 稿件说明：
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肖淑苹, 杨建雄, 陈一栋. 基于小波概率神经网络的彩色纹理识别[J]. 微电子学与计算机, 2010, 27(6): 28-31.

XIAO Shu-ping, YANG Jian-xiong, CHEN Yi-dong. Color Texture Recognition Based on Wavelet Probabilistic Neural Network[J]. 2010, 27(6): 28-31.
肖淑苹, 杨建雄, 陈一栋. 基于小波概率神经网络的彩色纹理识别[J]. 微电子学与计算机, 2010, 27(6): 28-31. DOI：

XIAO Shu-ping, YANG Jian-xiong, CHEN Yi-dong. Color Texture Recognition Based on Wavelet Probabilistic Neural Network[J]. 2010, 27(6): 28-31. DOI：

摘要

提出了一种将颜色信息融入到纹理识别中的新方法——基于小波概率神经网络的彩色纹理识别.首先将RGB彩色纹理图像转化为HSV彩色模型

用小波变换(WT)进行树形结构小波分解提取彩色纹理的特征

然后使用概率神经网络对测试样本进行分类识别.实验结果证明

该方法的识别效果比较好.

Abstract

This paper puts forward to an algorithm for recognizing color textures based on wavelet probabilistic neuralnetwork.At first

The RGB color texture image is converted into HSV

extract features on the color texture image on the basis of tree-structured

then uses PNN to classify the different texture images.Experiment is conducted on different texture images.Compared to the literature1

the effect of our method for texture recognition is obvious excelled it.

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Related Author

XIAO Shu-ping

CHEN Yi-dong

YANG Jian-xiong

Related Institution

1 Guangzhou Technology & Business College

2 Hangzhou Command College of CAPF

3 People's Bank of China Yulin Centra Sub-branch

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