Computer Graphics Laboratory ETH Zurich

ETH

Live Texturing of Augmented Reality Characters from Colored Drawings

S. Magnenat, D. T. Ngo, F. Zünd, M. Ryffel, G. Noris, G. Rothlin, A. Marra, M. Nitti, P. Fua, M. Gross, R. W. Sumner

14th IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Fukuoka, Japan, September 29 - October 3, 2015), pp. 1201-1210
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Abstract

Coloring books capture the imagination of children and provide them with one of their earliest opportunities for creative expression. However, given the proliferation and popularity of digital devices, real-world activities like coloring can seem unexciting, and children become less engaged in them. Augmented reality holds unique potential to impact this situation by providing a bridge between real-world activities and digital enhancements. In this paper, we present an augmented reality coloring book App in which children color characters in a printed coloring book and inspect their work using a mobile device. The drawing is detected and tracked, and the video stream is augmented with an animated 3-D version of the character that is textured according to the child's coloring. This is possible thanks to several novel technical contributions. We present a texturing process that applies the captured texture from a 2-D colored drawing to both the visible and occluded regions of a 3-D character in real time. We develop a deformable surface tracking method designed for colored drawings that uses a new outlier rejection algorithm for real-time tracking and surface deformation recovery. We present a content creation pipeline to efficiently create the 2-D and 3-D content. And, finally, we validate our work with two user studies that examine the quality of our texturing algorithm and the overall App experience.


@ARTICLE{7165658,
author={Magnenat, S. and Ngo, D.T. and Z\"{u}nd, F. and Ryffel, M. and Noris, G. and Rothlin, G. and Marra, A. and Nitti, M. and Fua, P. and Gross, M. and Sumner, R.W.},
journal={Visualization and Computer Graphics, IEEE Transactions on},
title={Live Texturing of Augmented Reality Characters from Colored Drawings},
year={2015},
volume={21},
number={11},
pages={1201-1210},
keywords={Books;Cameras;Feature extraction;Image color analysis;Pipelines;Real-time systems;Shape;Augmented reality;deformable surface tracking;drawing coloring;inpainting;interactive books},
doi={10.1109/TVCG.2015.2459871},
ISSN={1077-2626},
month={Nov},}
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