Multivariant Kernel Regression and Smoothing

Versión 1.0.0.0 (118 KB) por Yi Cao
A multivariant Gaussian kernel regression and smoothing tool.
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6,3K descargas
Actualizado 25 mar 2008

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This function implements multivariant Gaussian kernel regression and smoothing. A few examples show how it can be used to smooth 3-d noisy images with missing data.

For tutorial purpose, the function is implemented in the simplest form. Therefore, it is particularly suitable for beginners to learn kernel regression.

The efficiency is improved in the updated version by searching neighbours in the effective range.

Citar como

Yi Cao (2024). Multivariant Kernel Regression and Smoothing (https://www.mathworks.com/matlabcentral/fileexchange/19279-multivariant-kernel-regression-and-smoothing), MATLAB Central File Exchange. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R2007b
Compatible con cualquier versión
Compatibilidad con las plataformas
Windows macOS Linux
Agradecimientos

Inspirado por: Kernel Smoothing Regression

Inspiración para: Efficient Kernel Smoothing Regression using KD-Tree

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Versión Publicado Notas de la versión
1.0.0.0

update to improve efficiency