Circular and Linear Regression: Fitting Circles and Lines by Least Squares

ISBN-13: 9780367577179 / Angielski / Miękka / 2020 / 286 str.

Nikolai Chernov

Opis

Exploring the recent achievements that have occurred since the mid-1990s, this book explains how to use modern algorithms to fit geometric contours to observed data in image processing and computer vision. The author covers all facets—geometric, statistical, and computational—of the methods. He looks at how the numerical algorithms relate to one

Spis treści

Introduction and Historic Overview. Fitting Lines. Fitting Circles: Theory. Geometric Circle Fits. Algebraic Circle Fits. Statistical Analysis of Curve Fits. Statistical Analysis of Circle Fits. Various "Exotic" Circle Fits. Bibliography. Index.

O autorze

Nikolai Chernov is a professor of mathematics at the University of Alabama at Birmingham.