Bilateral Filtering: Theory and Applications
Foundations and Trends® in Computer Graphics and Vision2009Vol. 4(1), pp. 1–73
Citations Over TimeTop 1% of 2009 papers
Abstract
The bilateral filter is a non-linear technique that can blur an image while respecting strong edges. Its ability to decompose an image into different scales without causing haloes after modification has made it ubiquitous in computational photography applications such as tone mapping, style transfer, relighting, and denoising. This text provides a graphical, intuitive introduction to bilateral filtering, a practical guide for efficient implementation and an overview of its numerous applications, as well as mathematical analysis.
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