Unifying Color and Texture Transfer for Predictive Appearance Manipulation

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dc.contributor.authorOkura, Fumioen_US
dc.contributor.authorVanhoey, Kennethen_US
dc.contributor.authorBousseau, Adrienen_US
dc.contributor.authorEfros, Alexei A.en_US
dc.contributor.authorDrettakis, Georgeen_US
dc.contributor.editorJaakko Lehtinen and Derek Nowrouzezahraien_US
dc.date.accessioned2015-06-23T04:48:00Z
dc.date.available2015-06-23T04:48:00Z
dc.date.issued2015en_US
dc.description.abstractRecent color transfer methods use local information to learn the transformation from a source to an exemplar image, and then transfer this appearance change to a target image. These solutions achieve very successful results for general mood changes, e.g., changing the appearance of an image from ''sunny'' to ''overcast''. However, such methods have a hard time creating new image content, such as leaves on a bare tree. Texture transfer, on the other hand, can synthesize such content but tends to destroy image structure. We propose the first algorithm that unifies color and texture transfer, outperforming both by leveraging their respective strengths. A key novelty in our approach resides in teasing apart appearance changes that can be modeled simply as changes in color versus those that require new image content to be generated. Our method starts with an analysis phase which evaluates the success of color transfer by comparing the exemplar with the source. This analysis then drives a selective, iterative texture transfer algorithm that simultaneously predicts the success of color transfer on the target and synthesizes new content where needed. We demonstrate our unified algorithm by transferring large temporal changes between photographs, such as change of season - e.g., leaves on bare trees or piles of snow on a street - and flooding.en_US
dc.description.number4en_US
dc.description.sectionheadersAppearance Changes and Imagesen_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume34en_US
dc.identifier.doi10.1111/cgf.12678en_US
dc.identifier.pages053-063en_US
dc.identifier.urihttps://doi.org/10.1111/cgf.12678en_US
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectI.3.3 [Computer Graphics]en_US
dc.subjectPicture/Image Generationen_US
dc.subjectI.3.7 [Computer Graphics]en_US
dc.subjectColoren_US
dc.subjectshadingen_US
dc.subjectshadowingen_US
dc.subjectand textureen_US
dc.titleUnifying Color and Texture Transfer for Predictive Appearance Manipulationen_US
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34-Issue 4
EGSR15: 26th Eurographics Symposium on Rendering