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A subjective evaluation of texture synthesis methods

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Kolar, Martin, Debattista, Kurt and Chalmers, Alan (2017) A subjective evaluation of texture synthesis methods. Computer Graphics Forum, 36 (2). pp. 189-198. doi:10.1111/cgf.13118 ISSN 0167-7055.

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Official URL: http://doi.org/10.1111/cgf.13118

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Abstract

This paper presents the results of a user study which quantifies the relative and absolute quality of example-based texture synthesis algorithms. In order to allow such evaluation, a list of texture properties is compiled, and a minimal representative set of textures is selected to cover these. Six texture synthesis methods are compared against each other and a reference on a selection of twelve textures by non-expert participants (N = 67). Results demonstrate certain algorithms successfully solve the problem of texture synthesis for certain textures, but there are no satisfactory results for other types of texture properties. The presented textures and results make it possible for future work to be subjectively compared, thus facilitating the development of future texture synthesis methods.

Item Type: Journal Article
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group)
Library of Congress Subject Headings (LCSH): Computer graphics -- Standards
Journal or Publication Title: Computer Graphics Forum
Publisher: Blackwell Publishing
ISSN: 0167-7055
Official Date: May 2017
Dates:
DateEvent
May 2017Published
23 May 2017Available
15 February 2017Accepted
Volume: 36
Number: 2
Page Range: pp. 189-198
DOI: 10.1111/cgf.13118
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Date of first compliant deposit: 23 February 2017
Date of first compliant Open Access: 23 May 2018
Funder: Royal Society (Great Britain). University Research Fellowship, Engineering and Physical Sciences Research Council (EPSRC)
Grant number: IF130053 (Royal Society), EP/I01585X/1 (EPSRC)
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