Artistic Illumination Transfer for Portraits

dc.contributor.authorChen, Xiaowuen_US
dc.contributor.authorJin, Xinen_US
dc.contributor.authorZhao, Qinpingen_US
dc.contributor.authorWu, Hongyuen_US
dc.contributor.editorFredo Durand and Diego Gutierrezen_US
dc.date.accessioned2015-02-28T07:35:29Z
dc.date.available2015-02-28T07:35:29Z
dc.date.issued2012en_US
dc.description.abstractRelighting a portrait in a single image is still a challenging problem, particularly when only a single artistic reference photograph or painting is provided. In this paper, we propose an artistic illumination transfer system for portraits based on a database of portrait images (photographs and paintings) associated with hand-drawn illumination templates (276) by artists. Users can select a reference portrait image in the database, and the corresponding illumination template is transferred to an input portrait using image warping. Users can also provide reference portrait images those are not in the database. Based on the Face Illumination Descriptor (FID), the system selects from the database the reference image with the closest illumination to that of the user-provided reference image and adjusts the corresponding illumination template to match the contrast of the user-provided reference image. Experiments on not only paintings but also photographs, paper-cuts and sketches demonstrate that convincing illumination transferred results can be rendered by our system.en_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume31
dc.identifier.doi10.1111/j.1467-8659.2012.03138.x
dc.identifier.issn1467-8659en_US
dc.identifier.urihttps://doi.org/10.1111/j.1467-8659.2012.03138.xen_US
dc.publisherThe Eurographics Association and Blackwell Publishing Ltd.en_US
dc.subjectKeywordsen_US
dc.subjectillumination transferen_US
dc.subjectillumination templateen_US
dc.subjectface illumination descriptor and matchingen_US
dc.subjectface relightingen_US
dc.subjectface illumination renderingen_US
dc.subjectJ.5 [Computer Applications]en_US
dc.subjectArts and Humanitiesen_US
dc.subjectFine Artsen_US
dc.subjecten_US
dc.subjectI.4.9 [Computing Methodologies]en_US
dc.subjectImage Processing and Computer Visionen_US
dc.subjectApplicationsen_US
dc.titleArtistic Illumination Transfer for Portraitsen_US
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