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Bilateral Filtering : Theory and Applications, Paperback / softback Book

Bilateral Filtering : Theory and Applications Paperback / softback

Part of the Foundations and Trends (R) in Computer Graphics and Vision series

Paperback / softback

Description

Bilateral filtering is one of the most popular image processing techniques.

The bilateral filter is a nonlinear process 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. Bilateral Filtering provides a graphical, intuitive introduction to bilateral filtering, a practical guide for efficient implementation, an overview of its numerous applications, as well as mathematical analysis.

This broad and detailed overview covers theoretical and practical issues that will be useful to researchers and software developers.

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