3D caricature generation by manifold learning

2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings

Volumn , Issue , 2008, Pages 941-944

  Li, Pengfei ^a   Chen, Yiqiang ^a   Liu, Junfa ^a   Fu, Guanhua ^a,b  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b XIANGTAN UNIVERSITY   (China)

Author keywords

3D; Caricature; ELM; LLE; Manifold

Indexed keywords

EXHIBITIONS; LEARNING SYSTEMS; PHOTOGRAPHY;

3D; CARICATURE; ELM; LLE; MANIFOLD;

THREE DIMENSIONAL;

EID: 54049095252     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2008.4607591     Document Type: Conference Paper

References (12)

1. Kondo, T., Murakami, K. and Koshimizu, H. "From coarse to fine correspondence of 3-D facial images and its application to 3-D facial caricaturing," In Proceedings of International Conference on Recent Advances in 3-D Digital Imaging and Modeling, pp. 283-288, 1997.
2. Fujiwara, T., Nishihara, T., Tominaga, M., Kato, K., Murakami, K., and Koshirnizu, H. "On the detection of feature points of 3D facial image and its application to 3D facial caricature," In Proceedings of International Conference on 3-D Digital Imaging and Modeling, pp. 490-496, 1999.
3. Takayuki Fujiwara, Hiroyasu Koshimizu, Kouta FujimUra, Hitoshi Kiham, Yoshiaki Noguchi, and Naoya Ishikawa. "3D Modeling System of Human Face and Full 3D Facial Caricaturing," In Proceedings of the Seventh International Conference on Virtual Systems and Multimedia, pp. 625-633, 2001.
4. Fujiwara T., Koshimizu H. Fujimura K. Fujita G. Noguchi Y. and Ishikawa N. "A method for 3D face modeling and caricatured figure generation," In Proceedings of IEEE International Conference on Multimedia and Expo, pp. 137-140, 2002.
5. E. Akleman and J. Reisch. "Modeling Expressive 3D Caricatures," In Proceedings of ACM SIGGRAPH'04: ACM SIGGRAPH'04 Sketch, 2004.
6. Adam Shadbolt. "From 2D Photographs to 3D Caricatures," Undergraduate project Dissertation, Department of Computer Science, University of Sheffield, June 2003.
7. H. Chen, Y. Xu, H. Shum, S. Zhu, and N. Zheng. "Example based facial sketch generation with non-parametric sampling," In Proceedings of ICCV, pp. 433-438, 2001.
8. Rupesh N. Shet, Ka H. Lai, Eran A. Edirisinghe, Paul W.H. Chung, "Use of Neural Networks in Automatic Caricature Generation: An Approach Based on Drawing Style Capture," Lecture Notes in Computer Science, Pattern Recognition and Image Analysis, Volume 3523, pp. 343-351, 2005.
9. Junfa Liu, Yiqiang Chen, and Wen Gao. "Mapping Learning in Eigenspace for Harmonious Caricature Generation," In Proceedings of ACM International Conference on Multimedia, pp. 683-686, 2006.
10. Sam T. Roweis and Lawrence K. Saul. "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, 290, pp. 2323-2326, 2000.
11. G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew. "Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks," In Proc. of International Joint Conference on Neural Networks, pp. 985-990, 2004.
12. G.-B. Huang, Q.-Y. Zhu and C.-K. Siew. "Extreme Learning Machine: Theory and Applications," Neurocomputing, 70, pp. 489-501, 2006.