Interactive Sketch‐Driven Image Synthesis
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Date
2015
Journal Title
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Copyright © 2015 The Eurographics Association and John Wiley & Sons Ltd.
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.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.
Description
@article{10.1111:cgf.12665,
journal = {Computer Graphics Forum},
title = {{Interactive Sketch‐Driven Image Synthesis}},
author = {Turmukhambetov, Daniyar and Campbell, Neill D.F. and Goldman, Dan B and Kautz, Jan},
year = {2015},
publisher = {Copyright © 2015 The Eurographics Association and John Wiley & Sons Ltd.},
DOI = {10.1111/cgf.12665}
}