Paper Title:
A Method of Image Texture Feature Analysis Based on Wavelet Decomposition
  Abstract

A novel algorithm of analyzing the textural features of image is put forward for color difference classify of ceramic tiles. First the image of tile is pretreated. Then two level wavelet decompositions are used on the image, and the energy feature of each sub-graph is extracted. The energy contains color and textural features of image, which be used to classify tiles into different color. Tile under test is classified according to the similarity measurement, which is the similar distance between feature value of tiles under test and the one of standard tiles. Euclid distance is used as similarity algorithm. Experimental results show that this method can reflect spatial relationship of color more effectively, and improves the accuracy of the classification in the production line.

  Info
Periodical
Chapter
Chapter 2: Simulation and Engineering Optimization
Edited by
Di Zheng, Yiqiang Wang, Yi-Min Deng, Aibing Yu and Weihua Li
Pages
577-580
DOI
10.4028/www.scientific.net/AMM.101-102.577
Citation
L. J. Zhong, W. W. Li, L. Y. Zhang, A. B. Yu, "A Method of Image Texture Feature Analysis Based on Wavelet Decomposition", Applied Mechanics and Materials, Vols. 101-102, pp. 577-580, 2012
Online since
September 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Xiao Zhou Li
Chapter 1: Material Section
Abstract:The common filters used in spatial gamut mapping algorithms were studied in this paper which included Gaussian filter and bilateral filter...
628
Authors: Yong Wen Jiang, Mao Hai Lin, Yun Hui Luo
I. Color Science and Technology
Abstract:Image-dependent color gamut mapping can avoid over compression of the image gamut, so it is able to protect the accuracy in color transfer....
27
Authors: Yong Hu
Chapter 11: Image Processing Technology
Abstract:In this literature, an automatic white balance adjustment algorithm based on Gaussian decomposition is proposed. The improved algorithm is...
2542
Authors: Shan Lu
Chapter 12: Pattern Recognition Technology
Abstract:This article mainly introduces the face recognition technology in its development,the present situation and common applications, and also...
2651
Authors: Xiao Min Xie, Chang Ming Wang, Ai Jun Zhang
Chapter 7: Developments in Medical Technologies and Images Processing Technologies
Abstract:The aim of the paper is to provide three enhancement methods for processing color images, including: RGB Histogram equalization, the method...
1664