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Circular and linear regression: fitting circles and lines by least squares

By: Chernov, Nikolai.
Material type: materialTypeLabelBookSeries: Monographs on statistics and applied probability 117. Publisher: Boca Raton CRC Press 2011Description: xxx, 256 p.ISBN: 9781439835906.Subject(s): Curv fitting | Least squares | Regression analysisDDC classification: 519.535 Summary: 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. (http://www.crcpress.com/product/isbn/9781439835906)
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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. (http://www.crcpress.com/product/isbn/9781439835906)

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