Texture Analysis in Three Dimensions as a Cue to Medical Diagnosis

Vassili A. Kovalev 1 Introduction 231

Belarus Academy of Sciences 2 Issues Related to 3D Texture Estimation and Representation 232

Maria Petrou 3 3D Texture Representation 233

University of Surrey 3.1 Gradient Density Measures • 3.2 Intensity Variation Measure

4 Feature Extraction 235

4.1 Anisotropy in Material Sciences and Cognition • 4.2 Features Expressing Texture Anisotropy

5 Simulated Data Studies 236

6 Application to Medical Image Characterization 242

7 Conclusions 245

References 247

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