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Interactive Sketch-Driven Image Synthesis

Turmukhambetov, D; Campbell, ND; Goldman, DB; Kautz, J; (2015) Interactive Sketch-Driven Image Synthesis. Computer Graphics Forum 10.1111/cgf.12665. (In press). Green open access

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Abstract

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. 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.

Type: Article
Title: Interactive Sketch-Driven Image Synthesis
Open access status: An open access version is available from UCL Discovery
DOI: 10.1111/cgf.12665
Publisher version: http://dx.doi.org/10.1111/cgf.12665
Language: English
Additional information: © 2015 The Authors Computer Graphics Forum published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
Keywords: Drawing, I.3.6 [Computer Graphics]: Interaction techniques Applications, Image synthesis, Image-based rendering, Sketching
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1468723
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