Automatic Portrait Segmentation for Image Stylization
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Date
2016
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
Portraiture is a major art form in both photography and painting. In most instances, artists seek to make the subject stand out from its surrounding, for instance, by making it brighter or sharper. In the digital world, similar effects can be achieved by processing a portrait image with photographic or painterly filters that adapt to the semantics of the image. While many successful user-guided methods exist to delineate the subject, fully automatic techniques are lacking and yield unsatisfactory results. Our paper first addresses this problem by introducing a new automatic segmentation algorithm dedicated to portraits. We then build upon this result and describe several portrait filters that exploit our automatic segmentation algorithm to generate high-quality portraits.
Description
@article{10.1111:cgf.12814,
journal = {Computer Graphics Forum},
title = {{Automatic Portrait Segmentation for Image Stylization}},
author = {Shen, Xiaoyong and Hertzmann, Aaron and Jia, Jiaya and Paris, Sylvain and Price, Brian and Shechtman, Eli and Sachs, Ian},
year = {2016},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.12814}
}