Title :
Nonlinear spline generation with curve evolutions driven by curvature
Author :
Belyaev, Alexander G. ; Anoshkina, Elena V. ; Yoshizawa, Shin
Author_Institution :
Aizu Univ., Fukushima, Japan
Abstract :
The paper develops a method to design nonlinear splines on a plane via curve evolutions driven by curvature. We consider a curve passing through two given end points and satisfying prescribed boundary conditions at them (for example, curvature values or tangent directions are specified at the end points). Each point of the curve moves in the normal direction with speed equal to a function of the curvature and curvature derivatives at the point. Choosing the speed function properly, the evolving curve converges to a desired nonlinear spline. We also consider evolutions of closed curves for purposes of multiscale shape analysis. Smooth curve evolutions are approximated by evolutions of polygonal curves. Discrete analogs of the curvature and its derivatives are considered
Keywords :
computational geometry; curve fitting; splines (mathematics); boundary conditions; closed curves; curvature; curvature derivatives; curvature values; curve evolutions; discrete analogs; end points; multiscale shape analysis; nonlinear spline; nonlinear spline design; nonlinear spline generation; normal direction; polygonal curves; speed function; tangent directions; Active contours; Active shape model; Boundary conditions; Cities and towns; Computer vision; Design methodology; Equations; Image analysis; Image processing; Spline;
Conference_Titel :
Shape Modeling and Applications, 1999. Proceedings. Shape Modeling International '99. International Conference on
Conference_Location :
Aizu-Wakamatsu
Print_ISBN :
0-7695-0065-X
DOI :
10.1109/SMA.1999.749334