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Item Details
| Title:
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CIRCULAR AND LINEAR REGRESSION
FITTING CIRCLES AND LINES BY LEAST SQUARES |
| By: |
Nikolai Chernov |
| Format: |
Hardback |
| List price:
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£120.00 |
| Our price: |
£108.00 |
| Discount: |
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| You save:
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£12.00 |
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| ISBN 10: |
143983590X |
| ISBN 13: |
9781439835906 |
| Availability: |
Reprinting. This item may be subject to delays or cancellation.
 Delivery
rates
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| Stock: |
Currently 0 available |
| Publisher: |
TAYLOR & FRANCIS INC |
| Pub. date: |
22 June, 2010 |
| Series: |
Chapman & Hall/CRC Monographs on Statistics & Applied Probability |
| Pages: |
286 |
| Description: |
Helps to find the right algorithm for your image processing application. Exploring the achievements that have occurred since the mid-1990s, this title explains how to use modern algorithms to fit geometric contours (circles and circular arcs) to observed data in image processing and computer vision. |
| Synopsis: |
Find the right algorithm for your image processing application Exploring the recent achievements that have occurred since the mid-1990s, Circular and Linear Regression: Fitting Circles and Lines by Least Squares explains how to use modern algorithms to fit geometric contours (circles and circular arcs) 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 another through underlying ideas, compares the strengths and weaknesses of each algorithm, and illustrates how to combine the algorithms to achieve the best performance. After introducing errors-in-variables (EIV) regression analysis and its history, the book summarizes the solution of the linear EIV problem and highlights its main geometric and statistical properties. It next describes the theory of fitting circles by least squares, before focusing on practical geometric and algebraic circle fitting methods. The text then covers the statistical analysis of curve and circle fitting methods.The last chapter presents a sample of "exotic" circle fits, including some mathematically sophisticated procedures that use complex numbers and conformal mappings of the complex plane. Essential for understanding the advantages and limitations of the practical schemes, this book thoroughly addresses the theoretical aspects of the fitting problem. It also identifies obscure issues that may be relevant in future research. |
| Illustrations: |
65 black & white illustrations, 17 black & white tables |
| Publication: |
US |
| Imprint: |
CRC Press Inc |
| Returns: |
Returnable |
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