Multivariant Kernel Regression and Smoothing

Versione 1.0.0.0 (118 KB) da Yi Cao
A multivariant Gaussian kernel regression and smoothing tool.
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Aggiornato 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.

Cita come

Yi Cao (2026). Multivariant Kernel Regression and Smoothing (https://it.mathworks.com/matlabcentral/fileexchange/19279-multivariant-kernel-regression-and-smoothing), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2007b
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
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Versione Pubblicato Note della release
1.0.0.0

update to improve efficiency