Multivariant Kernel Regression and Smoothing

Version 1.0.0.0 (118 KB) von Yi Cao
A multivariant Gaussian kernel regression and smoothing tool.
3.7
(3)
6,3K Downloads
Aktualisiert 25 Mär 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.

Zitieren als

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

Kompatibilität der MATLAB-Version
Erstellt mit R2007b
Kompatibel mit allen Versionen
Plattform-Kompatibilität
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Version Veröffentlicht Versionshinweise
1.0.0.0

update to improve efficiency