Gaussian kernel smoothing

Understand

Image acquisition and segmentation are likely to introduce noise.

• Further image processing such as image registration and parameterization can introduce additional noise.
• It is thus imperative to reduce noise measurements and boost signal.
• In order to increase the signal-to-noise ratio (SNR) and smoothness of data required for the subsequent random field theory based statistical inference, some type of smoothing is necessary.