JOURNAL ARTICLE

<title>Cubic generalized B-splines for interpolation and nonlinear filtering of images</title>

Heghine Tshughuryan

Year: 1997 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3026 Pages: 233-240   Publisher: SPIE

Abstract

This paper presents the introduction and using of the generalized or parametric B-splines, namely the cubic generalized B-splines, in various signal processing applications. The theory of generalized B-splines is briefly reviewed and also some important properties of generalized B-splines are investigated. In this paper it is shown the use of generalized B-splines as a tool to solve the quasioptimal algorithm problem for nonlinear filtering. Finally, the experimental results are presented for oscillatory and other signals and images.

Keywords:
Interpolation (computer graphics) B-spline Parametric statistics Nonlinear system Algorithm Mathematics Signal processing Applied mathematics Computer science SIGNAL (programming language) Parametric model Image (mathematics) Mathematical analysis Digital signal processing Artificial intelligence Statistics

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Topics

Advanced Numerical Analysis Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Iterative Methods for Nonlinear Equations
Physical Sciences →  Mathematics →  Numerical Analysis

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