Statistical Image Analysis

  1. Eugene Demidenko

Published Online: 28 JAN 2005

DOI: 10.1002/0471728438.ch12

Mixed Models: Theory and Applications

Mixed Models: Theory and Applications

How to Cite

Demidenko, E. (2004) Statistical Image Analysis, in Mixed Models: Theory and Applications, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471728438.ch12

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 28 JUL 2004

ISBN Information

Print ISBN: 9780471601616

Online ISBN: 9780471728436

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Keywords:

  • statistical image analysis;
  • digital images;
  • image processing;
  • mixed models;
  • entropy

Summary

This chapter includes the following topics:

  • Introduction

  • Testing for Uniform Lighting

  • Kolmogorov-Smirnov Image Comparison

  • Multinomial Statistical Model for Images

  • Image Entropy

  • Ensemble of Unstructured Images

  • Image Alignment and Registration

  • Ensemble of Structured Images

  • Modeling Spatial Correlation

  • Summary Points