smoothing

Terms from Artificial Intelligence: humans at the heart of algorithms

The glossary is being gradually proof checked, but may have typos and misspellings.

In image processing, smoothing an image removes some of the fine detail. This may be used to remove noise or to look at different levels of detail, notably in a Laplacian-of-Gaussian filter. Smoothing filters may be a very simply averaging of an NxN area of pixels, or more complex such as applying a Gaussian filter.

Used in Chap. 7: page 94; Chap. 9: page 124; Chap. 12: pages 165, 166, 172, 181, 187; Chap. 14: page 215

Also known as: smoothing filter, smoothing function

Used in glossary entries: Gaussian filter, image processing, Laplacian-of-Gaussian filter

Applying a 2 x 2 smoothing filter