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The Pushpa Publishing House proposes to organize a five day "International Conference on Mathematics of Date" from December 31, 2010 to January 04, 2011 scheduled to be held at Allahabad, India.

 
  Advances in Computer Science and Engineering  
 ISSN: 0973-6999
 
 
 

     Advances in Computer Science and Engineering
    Volume 5, Issue 1, Pages 49 - 71 (August 2010)


EXAMPLE BASED CARICATURE SYNTHESIS

Hongchuan Yu, Wenjuan Chen and Jian J. Zhang

Received April 7, 2010

Abstract
The likeness of a synthesized caricature and the original face image is an essential and often overlooked part of caricature production. In this paper, we present an example based caricature synthesis technique, consisting of shape exaggeration, relationship exaggeration, and optimization for likeness. Rather than relying on a large training set of caricature face pairs, our shape exaggeration step is based on only one or a small number of examples of facial elements (e.g., eyes and nose). The relationship exaggeration step introduces two definitions which facilitate global facial feature synthesis. The first is the T-shape rule, which describes the relative relationship between the facial elements in an intuitive manner. The second is the so-called proportions, which characterizes the facial features in a proportion form. Finally, we introduce a similarity metric as the likeness metric based on the Modified Hausdorff Distance (MHD) which allows us to optimize the configuration of facial elements, maximizing the likeness while satisfying a number of constraints. The effectiveness of our algorithm is demonstrated with experimental results.

 

Keywords and phrases: caricature synthesis, exaggeration, likeness, modified Hausdorff distance, texture style transferring.

 


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