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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
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Official URL: http://doi.org/10.1111/cgf.13118
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 | ||||||||
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| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||||||
| Divisions: | Faculty of Science > 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: |
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| 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 | ||||||||
| 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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