Published Online: 20 MAY 2005
Copyright © 2005 John Wiley & Sons, Inc. All rights reserved.
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
- Published Online: 20 MAY 2005
- Published Print: 14 JAN 2005
Print ISBN: 9780471420996
Online ISBN: 9780471733157
- monochrome digital image;
- jump regression analysis;
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.