A Benchmark Image Set for Evaluating Stylization

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Date
2016
Authors
Mould, David
Rosin, Paul L.
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
The non-photorealistic rendering community has had difficulty evaluating its research results. Other areas of computer graphics, and related disciplines such as computer vision, have made progress by comparing algorithms' performance on common datasets, or benchmarks. We argue for the benefits of establishing a benchmark image set to which image stylization methods can be applied, simplifying the comparison of methods, and broadening the testing to which a given method is subjected. We propose a preliminary set of benchmark images, representing a range of possible subject matter and image features of interest to researchers, and we describe the policies, tradeoffs, and reasoning that led us to the particular images in the set.
Description

        
@inproceedings{
10.2312:exp.20161059
,
booktitle = {
Non-Photorealistic Animation and Rendering
},
editor = {
Pierre Bénard and Holger Winnemöller
},
title = {{
A Benchmark Image Set for Evaluating Stylization
}},
author = {
Mould, David
 and 
Rosin, Paul L.
},
year = {
2016
},
publisher = {
The Eurographics Association
},
ISSN = {
-
},
ISBN = {
978-3-03868-002-4
},
DOI = {
10.2312/exp.20161059
}
}
Citation
URI
http://dx.doi.org/10.2312/exp.20161059
Collections
NPAR16