<div class="csl-bib-body">
<div class="csl-entry">Zsolnai‐Fehér, K., Wonka, P., & Wimmer, M. (2020). Photorealistic Material Editing Through Direct Image Manipulation. <i>Computer Graphics Forum</i>, <i>39</i>(4), 107–120. https://doi.org/10.1111/cgf.14057</div>
</div>
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dc.identifier.issn
0167-7055
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/141026
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dc.description.abstract
Creating photorealistic materials for light transport algorithms requires carefully fine-tuning a set of material properties toachieve a desired artistic effect. This is typically a lengthy process that involves a trained artist with specialized knowledge.In this work, we present a technique that aims to empower novice and intermediate-level users to synthesize high-qualityphotorealistic materials by only requiring basic image processing knowledge. In the proposed workflow, the user starts withan input image and applies a few intuitive transforms (e.g., colorization, image inpainting) within a 2D image editor of theirchoice, and in the next step, our technique produces a photorealistic result that approximates this target image. Our methodcombines the advantages of a neural network-augmented optimizer and an encoder neural network to produce high-qualityoutput results within 30 seconds. We also demonstrate that it is resilient against poorly-edited target images and propose asimple extension to predict image sequences with a strict time budget of 1-2 seconds per image
en
dc.language.iso
en
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dc.publisher
WILEY
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dc.relation.ispartof
Computer Graphics Forum
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dc.subject
Computer Graphics and Computer-Aided Design
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dc.title
Photorealistic Material Editing Through Direct Image Manipulation
en
dc.type
Artikel
de
dc.type
Article
en
dc.description.startpage
107
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dc.description.endpage
120
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dc.type.category
Original Research Article
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tuw.container.volume
39
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tuw.container.issue
4
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tuw.journal.peerreviewed
true
-
tuw.peerreviewed
true
-
tuw.researchTopic.id
I5
-
tuw.researchTopic.name
Visual Computing and Human-Centered Technology
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tuw.researchTopic.value
100
-
dcterms.isPartOf.title
Computer Graphics Forum
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tuw.publication.orgunit
E193-02 - Forschungsbereich Computer Graphics
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tuw.publisher.doi
10.1111/cgf.14057
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dc.identifier.eissn
1467-8659
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dc.description.numberOfPages
14
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wb.sci
true
-
wb.sciencebranch
Informatik
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wb.sciencebranch.oefos
1020
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wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
de
wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
en
wb.facultyfocus.faculty
E180
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item.fulltext
no Fulltext
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item.openairecristype
http://purl.org/coar/resource_type/c_2df8fbb1
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item.languageiso639-1
en
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item.cerifentitytype
Publications
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item.openairetype
research article
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item.grantfulltext
restricted
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crisitem.author.dept
E186 - Institut für Computergraphik und Algorithmen
-
crisitem.author.dept
E193-02 - Forschungsbereich Computer Graphics
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crisitem.author.orcid
0000-0002-9370-2663
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crisitem.author.parentorg
E180 - Fakultät für Informatik
-
crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology