Title
Interactive Sketch-Driven Image Synthesis
Abstract
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.
Year
DOI
Venue
2015
10.1111/cgf.12665
Periodicals
Keywords
Field
DocType
sketching,drawing,image-based rendering,image synthesis
Computer vision,Computer graphics (images),Computer science,Image synthesis,Artificial intelligence,Image-based modeling and rendering,Ellipse,Initial abstract,Workflow,Sketch
Journal
Volume
Issue
ISSN
34
8
0167-7055
Citations 
PageRank 
References 
3
0.39
21
Authors
4
Name
Order
Citations
PageRank
Daniyar Turmukhambetov1102.20
Neill D. F. Campbell230318.10
Dan B. Goldman3232185.23
Jan Kautz43615198.77