Bilateral Filtering: Theory and Applications

Front Cover
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: Theory and Applications 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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Contents

Introduction
1
Applications
11
Efficient Implementation
33
Relationship between Bilateral Filtering and Other
45
Extensions of Bilateral Filtering
59
Conclusions
67
Copyright

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