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Fast interpolation and approximation of scattered multidimensional and dynamic data using radial basis functions
Radial basis functions are mostly used for interpolation of scattered data. A new approach for scattered multidimesional data aproximation is presented based on radial basis functions....
JC - Počítačový hardware a software
- 2013 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Radial Basis Functions for High-Dimensional Visualization
High dimensional visualization is connected with large un-ordered data sets. The paper describes applications of radial basis functions for interpolation and approximation of data with a significant reduction of processing ...
JC - Počítačový hardware a software
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Radial Basis Functions Interpolation and Applications
A new incremental approach for radial basis function (RBF) is presented.
JC - Počítačový hardware a software
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
A new Strategy for Scattered Data Approximation Using Radial Basis Functions Respecting Points of Inflection
The approximation of scattered data is known technique in computer science. We propose a new strategy for the placement of radial basis functions respecting points of inflection. The placement of radial basis
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Modified Radial Basis Functions Approximation Respecting Data Local Features
This paper presents new approaches for Radial basis function (RBF important features of the data. Positions of radial basis functions for RBF approximation are selected according to these features...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Radial basis function approximation optimal shape parameters estimation
The contribution presents experimental results in finding individual optimal shape parameters for radial basis functions. Experiments proved, that there are several suboptimal shape parameters....
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Fast Reconstruction of Corrupted Images and Videos by Radial Basis Functio ns
The paper describes reconstruction of corrupted images and videos by using radial basis functions. The proposed approach is convenient for GPU application....
IN - Informatika
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Efficient Speed-up of Radial Basis Functions Approximation and Interpolation Formula Evaluation
This paper presents a method for efficient Radial basis function (RBF) evaluation if compactly supported radial basis functions (CSRBF) are used. Application of CSRBF leads to sparse matrices, due...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Complexity of Gaussian-Radial-Basis Networks Approximating Smooth Functions
Estimates in terms of smoothness are derived for approximation rates by Gaussian radial-basis networks.
IN - Informatika
- 2009 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Reconstruction of damaged images using radial basis functions
The radial basis function method (RBF) can be used not only for reconstruction of a surface from scattered data but for reconstruction of damaged images, filling gaps and for restoring missing data in images, too. Feasibili...
JC - Počítačový hardware a software
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
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