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2002
IEEE

Example-Based Caricature Generation with Exaggeration

9 years 4 days ago
Example-Based Caricature Generation with Exaggeration
In this paper, we present a system that automatically generates caricatures from input face images. From example caricatures drawn by an artist, our caricature system learns how an artist draws caricatures. In our approach, we decouple the process of caricature generation into two parts, i.e., shape exaggeration and texture style transferring. The exaggeration of a caricature is accomplished by a prototype-based method that captures the artist’s understanding of what are distinctive features of a face and the exaggeration style. Such prototypes are learnt by analyzing the correlation between the image caricature pairs using partial least-squares (PLS). Experimental results demonstrate the effectiveness of our system.
Lin Liang, Hong Chen, Ying-Qing Xu, Heung-Yeung Sh
Added 15 Jul 2010
Updated 15 Jul 2010
Type Conference
Year 2002
Where PG
Authors Lin Liang, Hong Chen, Ying-Qing Xu, Heung-Yeung Shum
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