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An Example-Based Facial Sketch Generation System
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    Abstract:

    In this paper, an example-based facial sketch system is presented, which automatically generates a sketch from an input image. All the example sketches are drawn with a particular style. There are two key elements in this system, a non-parametric sampling method and a flexible sketch model. Given an input image pixel and its neighborhood, the conditional distribution of a sketch point is computed by querying the examples and finding all similar neighborhoods. An expected sketch image is then drawn from the distribution to reflect the drawing style. Finally, good quality facial sketches are obtained.

    Reference
    [1]Rhodes G. Secrets of the face. New Zealand Journal of Psychology, 1994,23(1):3～17.
    [2]Brennan SE. Caricature generator[MS. Thesis]. Cambridge, MA: MIT, 1982.
    [3]Tominaga M, Fukuoka S, Murakami K, Koshimizu H. Facial caricaturing with motion caricaturing in PICASSO system. In: Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics'97. 1997. 30～37.
    [4]Koshimizu H, Tominaga M, Fujiwara T, Murakami T. On KANSEI facial processing for computerized facial caricaturing system PICASSO. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics. 1999. 294～299.
    [5]http://www.koshi-lab.sccs.chukyo-u.ac.jp/～fuji/pica2.
    [6]Li Y, Kobatake H. Extraction of facial sketch based on morphological processing. In: Proceedings of the 1997 IEEE International Conference on Image Processing. 1997. 316～319.
    [7]Nishino J, Kamyama T, Shira H, Odaka T, Ogura H. Linguistic knowledge acquisition system on facial caricature drawing system. In: Proceedings of the 1999 IEEE International Conference on Fuzzy Systems. 1999. 1591～1596.
    [8]Iwashita S, Takeda Y, Onisawa T. Expressive facial caricature drawing. In: Proceedings of the 1999 IEEE International Conference on Fuzzy Systems. 1999. 1597～1602.
    [9]Librande SE. Example-Based character drawing [MS. Thesis]. Cambridge, MA: MIT, 1992.
    [10]Poggio T, Girosi F. Networks for approximation and learning. In: Proceedings of the IEEE. 1990. 1481～1497.
    [11]Freeman WT, Tenenbaum JB, Pasztor E. An example-based approach to style translation for line drawings. MERL Technical Report, MERL-TR-99-11, Cambridge, MA, 1999.
    [12]Freeman WT, Pasztor E. Learning low-level vision. In: Proceedings of the 7th International Conference on Computer Vision. 1999. 1182～1189.
    [13]Efros AA, Leung TK. Texture synthesis by non-parametric sampling. In: Proceedings of the 7th International Conference on Computer Vision. 1999. 1033～1038.
    [14]Cootes TF, Taylor CJ. Statistical models of appearance for computer version. Technical Report, Manchester M13 9PT, University of Manchester, 2001.
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陈洪,郑南宁,徐迎庆,沈向洋.基于样本学习的人像线条画生成系统.软件学报,2003,14(2):202-208

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History
  • Received:June 21,2001
  • Revised:August 21,2001
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