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Multivariant Kernel Regression and Smoothing

version 1.0 (118 KB) by

A multivariant Gaussian kernel regression and smoothing tool.

3.66667
3 Ratings

14 Downloads

Updated

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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.

Comments and Ratings (3)

Masoud

Masoud (view profile)

as by default z=x. When mean(x)=0, the r.f will be NAN!

Turkay YILDIZ

V. Poor

Updates

update code with vectorization

MATLAB Release
MATLAB 7.5 (R2007b)

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