Geometric Curve Evolution and Image Processing
by Frédéric Cao
Published on 2003-02-27 by Springer Science & Business Media

In image processing, |motions by curvature| provide an efficient way to smooth curves representing the boundaries of objects. In such a motion, each point of the curve moves, at any instant, with a normal velocity equal to a function of the curvature at this point. This book is a rigorous and self-contained exposition of the techniques of |motion by curvature|. The approach is axiomatic and formulated in terms of geometric invariance with respect to the position of the observer. This is translated into mathematical terms, and the author develops the approach of Olver, Sapiro and Tannenbaum, which classifies all curve evolution equations. He then draws a complete parallel with another axiomatic approach using level-set methods: this leads to generalized curvature motions. Finally, novel, and very accurate, numerical schemes are proposed allowing one to compute the solution of highly degenerate evolution equations in a completely invariant way. The convergence of this scheme is also proved.

This Book was ranked at 41 by Google Books

Book ID of Geometric Curve Evolution and Image Processing is ij6jAjpzSDUC, Book which was written byFrédéric Caohave ETAG "Pj6QzYLCNKY"

Book which was published by Springer Science & Business Media since 2003-02-27 have ISBNs, ISBN 13 Code is 9783540004028 and ISBN 10 Code is 3540004025

Book which have 194 Pages

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