Hex-splines : a novel spline family for hexagonal lattices

This paper proposes a new family of bivariate, nonseparable splines, called hex-splines, especially designed for hexagonal lattices. The starting point of the construction is the indicator function of the Voronoi cell, which is used to define in a natural way the first-order hex-spline. Higher order...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 13(2004), 6 vom: 23. Juni, Seite 758-72
1. Verfasser: Van De Ville, Dimitri (VerfasserIn)
Weitere Verfasser: Blu, Thierry, Unser, Michael, Philips, Wilfried, Lemahieu, Ignace, Van de Walle, Rik
Format: Aufsatz
Sprache:English
Veröffentlicht: 2004
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Comparative Study Evaluation Study Journal Article Research Support, Non-U.S. Gov't
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520 |a This paper proposes a new family of bivariate, nonseparable splines, called hex-splines, especially designed for hexagonal lattices. The starting point of the construction is the indicator function of the Voronoi cell, which is used to define in a natural way the first-order hex-spline. Higher order hex-splines are obtained by successive convolutions. A mathematical analysis of this new bivariate spline family is presented. In particular, we derive a closed form for a hex-spline of arbitrary order. We also discuss important properties, such as their Fourier transform and the fact they form a Riesz basis. We also highlight the approximation order. For conventional rectangular lattices, hex-splines revert to classical separable tensor-product B-splines. Finally, some prototypical applications and experimental results demonstrate the usefulness of hex-splines for handling hexagonally sampled data 
650 4 |a Comparative Study 
650 4 |a Evaluation Study 
650 4 |a Journal Article 
650 4 |a Research Support, Non-U.S. Gov't 
700 1 |a Blu, Thierry  |e verfasserin  |4 aut 
700 1 |a Unser, Michael  |e verfasserin  |4 aut 
700 1 |a Philips, Wilfried  |e verfasserin  |4 aut 
700 1 |a Lemahieu, Ignace  |e verfasserin  |4 aut 
700 1 |a Van de Walle, Rik  |e verfasserin  |4 aut 
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