MaZda-A software package for image texture analysis

被引:565
作者
Szczypinski, Piotr M. [1 ]
Strzelecki, Michal [1 ]
Materka, Andrzej [1 ]
Klepaczko, Artur [1 ]
机构
[1] Tech Univ Lodz, Inst Elect, Wolczanska 211-215, PL-90924 Lodz, Poland
关键词
Texture analysis; Feature reduction; Data classification; Image segmentation; NEURAL NETWORKS; MRI; RAT; MODEL; CLASSIFICATION; OSTEOPOROSIS;
D O I
10.1016/j.cmpb.2008.08.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
MaZda, a software package for 2D and 3D image texture analysis is presented. It provides a complete path for quantitative analysis of image textures, including computation of texture features, procedures for feature selection and extraction, algorithms for data classification, various data visualization and image segmentation tools. initially, MaZda was aimed at analysis of magnetic resonance image textures. However, it revealed its effectiveness in analysis of other types of textured images, including X-ray and camera images. The software was utilized by numerous researchers in diverse applications. It was proven to be an efficient and reliable tool for quantitative image analysis, even in more accurate and objective medical diagnosis. MaZda was also successfully used in food industry to assess food product quality. MaZda can be downloaded for public use from the Institute of Electronics, Technical University of Lodz webpage. (c) 2008 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:66 / 76
页数:11
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