Research

Interactive sketch-driven image synthesis


Reference:

Turmukhambetov, D., Campbell, N. D. F., Goldman, D. B. and Kautz, J., 2015. Interactive sketch-driven image synthesis. Computer Graphics Forum, 34 (8), pp. 130-142.

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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.

    Details

    Item Type Articles
    CreatorsTurmukhambetov, D., Campbell, N. D. F., Goldman, D. B. and Kautz, J.
    DOI10.1111/cgf.12665
    Related URLs
    URLURL Type
    http://dx.doi.org/10.1111/cgf.12665Free Full-text
    DepartmentsFaculty of Science > Computer Science
    Research CentresEPSRC Centre for Doctoral Training in Statistical Mathematics (SAMBa)
    RefereedYes
    StatusPublished
    ID Code48016

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