Item description for Geometric Curve Evolution and Image Processing (Lecture Notes in Mathematics) by Frederic Cao...
In image processing, "motions by curvature" provide an efficient way to smooth curves representing theboundaries 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 oneto compute the solution of highly degenerate evolution equations in a completely invariant way. The convergence of this scheme is also proved.
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Est. Packaging Dimensions: Length: 9.2" Width: 5.9" Height: 0.5" Weight: 0.6 lbs.
Release Date Apr 28, 2003
ISBN 3540004025 ISBN13 9783540004028
Availability 72 units. Availability accurate as of Oct 28, 2016 08:23.
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