Title :
Image Texture Analysis - Survey
Author :
Dixit, Abhishek ; Hegde, N.P.
Abstract :
This paper discusses the various methods used to analyze the texture property of an image. Texture analysis is broadly classified into three categories: Pixel based, local feature based and Region based. Pixel based method uses grey level co occurrence matrices, difference histogram and energy measures and Local Binary Patterns(LBP) Local feature based method uses edges of local features and generalization of co occurrence matrices. Region based method uses region growing and topographic models.
Keywords :
image texture; matrix algebra; LBP; difference histogram; energy measures; grey level cooccurrence matrices; image texture analysis; local binary pattern; local feature based method; pixel based method; region based method; region growing; topographic model; Communications technology; Co occurrence matrix; Histogram; Local Binary Pattern;
Conference_Titel :
Advanced Computing and Communication Technologies (ACCT), 2013 Third International Conference on
Conference_Location :
Rohtak
Print_ISBN :
978-1-4673-5965-8
DOI :
10.1109/ACCT.2013.49
