Multivariant Kernel Regression and Smoothing

Version 1.0.0.0 (118 ko) par Yi Cao
A multivariant Gaussian kernel regression and smoothing tool.
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Mise à jour 25 mars 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.

Citation pour cette source

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

Compatibilité avec les versions de MATLAB
Créé avec R2007b
Compatible avec toutes les versions
Plateformes compatibles
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Version Publié le Notes de version
1.0.0.0

update to improve efficiency