Interactive Sketch‐Driven Image Synthesis

dc.contributor.authorTurmukhambetov, Daniyaren_US
dc.contributor.authorCampbell, Neill D.F.en_US
dc.contributor.authorGoldman, Dan Ben_US
dc.contributor.authorKautz, Janen_US
dc.contributor.editorDeussen, Oliver and Zhang, Hao (Richard)en_US
dc.date.accessioned2016-01-25T14:31:26Z
dc.date.available2016-01-25T14:31:26Z
dc.date.issued2015en_US
dc.description.abstractWe present an interactive system for composing realistic images of an object under arbitrary pose and appearance specified by sketching. Our system draws inspiration from a traditional illustration workflow: The user first sketches rough ‘masses’ of the object, as ellipses, to define an initial abstract pose that can then be refined with more detailed contours as desired. The system is made robust to partial or inaccurate sketches using a reduced‐dimensionality model of pose space learnt from a labelled collection of photos. Throughout the composition process, interactive visual feedback is provided to guide the user. Finally, the user's partial or complete sketch, complemented with appearance requirements, is used to constrain the automatic synthesis of a novel, high‐quality, realistic image.We present an interactive system for composing realistic images of an object under arbitrary pose and appearance specified by sketching. Our system draws inspiration from a traditional illustration workflow: The user first sketches rough ‘masses’ of the object, as ellipses, to define an initial abstract pose that can then be refined with more detailed contours as desired. The system is made robust to partial or inaccurate sketches using a reduced‐dimensionality model of pose space learnt from a labelled collection of photos. Throughout the composition process, interactive visual feedback is provided to guide the user.en_US
dc.description.number8en_US
dc.description.sectionheadersArticlesen_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume34en_US
dc.identifier.doi10.1111/cgf.12665en_US
dc.identifier.urihttps://doi.org/10.1111/cgf.12665en_US
dc.publisherCopyright © 2015 The Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectsketchingen_US
dc.subjectdrawingen_US
dc.subjectimage‐based renderingen_US
dc.subjectimage synthesisen_US
dc.subjectI.3.6 [Computer Graphics]: Interaction techniques Applicationsen_US
dc.titleInteractive Sketch‐Driven Image Synthesisen_US
Files
Collections