Algorithms for clustering data
Algorithms for clustering data
Principles of multivariate analysis: a user's perspective
Principles of multivariate analysis: a user's perspective
Fundamentals of digital image processing
Fundamentals of digital image processing
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Neurocomputing
Integrating robust clustering techniques in S-PLUS
Computational Statistics & Data Analysis
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
A Similarity-Based Robust Clustering Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
MaZda A Software for Texture Analysis
ISITC '07 Proceedings of the 2007 International Symposium on Information Technology Convergence
Artificial neural networks for feature extraction and multivariate data projection
IEEE Transactions on Neural Networks
Combining evolutionary and sequential search strategies for unsupervised feature selection
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Local polynomial approximation for unsupervised segmentation of endoscopic images
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
An intelligent automated recognition system of abnormal structures in WCE images
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Texture analysis of poly-adenylated mRNA staining following global brain ischemia and reperfusion
Computer Methods and Programs in Biomedicine
3D image texture analysis of simulated and real-world vascular trees
Computer Methods and Programs in Biomedicine
Computers and Electronics in Agriculture
Personalized identification of abdominal wall hernia meshes on computed tomography
Computer Methods and Programs in Biomedicine
Texture and color based image segmentation and pathology detection in capsule endoscopy videos
Computer Methods and Programs in Biomedicine
| Hi-index | 0.00 |
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.