Introduction

  1. Peihua Qiu

Published Online: 20 MAY 2005

DOI: 10.1002/0471733156.ch1

Image Processing and Jump Regression Analysis

Image Processing and Jump Regression Analysis

How to Cite

Qiu, P. (2005) Introduction, in Image Processing and Jump Regression Analysis, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471733156.ch1

Publication History

  1. Published Online: 20 MAY 2005
  2. Published Print: 14 JAN 2005

ISBN Information

Print ISBN: 9780471420996

Online ISBN: 9780471733157

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Keywords:

  • monochrome digital image;
  • jump regression analysis;
  • change-points

Summary

This chapter introduces some basic concepts and terminologies in image processing and statistical regression analysis. Connections between an image model and a two-dimensional regression model are also described. Some closely related statistical areas, including piecewisely linear regression analysis, change-point estimation for a sequence of random variables or a time series, change-point estimation in survival analysis, and statistical process control, are briefly introduced.