Combination of multiple extraction algorithms in the detection of facial features

Proceedings - International Conference on Image Processing, ICIP

Volumn 2, Issue , 2005, Pages 378-381

  Ioannou, S ^a   Wallace, M ^a,b   Karpouzis, K ^a   Raouzaiou, A ^a   Kollias, S ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

^b UNIVERSITY OF INDIANAPOLIS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DETECTION; BOUNDARY DETECTION; FACIAL FEATURES; RULE BASED EXPRESSION;

ALGORITHMS; FEATURE EXTRACTION; HUMAN COMPUTER INTERACTION; IMAGE ANALYSIS; IMAGE PROCESSING;

FACE RECOGNITION;

EID: 33749623480     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1530071     Document Type: Conference Paper

References (14)

1. A. Krog, J. Vedelsby, Neural network ensembles, cross validation and active learning, in Tesauro G., Touretzky D., Leen T. (Eds) Advances in neural information processing systems 7, pp. 231-238, Cambridge, MA. MIT Press, 1995.
2. A. Mehrabian, Communication without Words, Psychology Today, vol. 2, no. 4, pp. 53-56, 1968.
3. A. Raouzaiou, N. Tsapatsoulis, K. Karpouzis and S. Kollias, "Parameterized facial expression synthesis based on MPEG-4", EURASIP Journal on Applied Signal Processing, Vol. 2002, No. 10, pp. 1021-1038, Hindawi Publishing Corporation, October 2002.
4. Dmitry O. Gorodnichy. On Importance of Nose for Face Tracking, Proc. Intern. Conf. on Automatic Face and Gesture Recognition (FG'2002), Washington DC, May 20-21, 2002.
5. ERMIS, Emotionally Rich Man-machine Intelligent System IST-2000-293 19 (http://www.image.ntua.gr/ermis)
6. Hagan, M. T., and M. Menhaj, "Training feedforward networks with the Marquardt algorithm," IEEE Transactions on Neural Networks, vol. 5, no. 6, pp. 989-993, 1994.
7. J.W. Young, Head and face anthropometry of adult U.S. civilians, FAA Civil Aeromedical Institute, 1993.
8. Leung et al: Lip image segmentation using fuzzy clustering incorporating an alliptic shape function, IEEE Trans. on image processing, vol. 13, No. 1, January 2004
9. Lijun Yin, Generating Realistic Facial Expressions with Wrinkles for Model-Based Coding, Computer Vision and Image Understanding 84, 201-240 (2001)
10. M. Pantic, L.J.M Rothkrantz, Automatic Analysis of Facial Expressions: The State of the Art, IEEE Transactions on PAMI, Vol.22, No. 12, December 2000
11. R. Fransens, Jan De Prins, SVM-based Nonparametric Discriminant Analysis, An Application to Face Detection, Ninth IEEE International Conference on Computer Vision Volume 2, October 13-16, 2003
12. S. Kollias et.al. "An adaptive least squares algorithm for the efficient training of artificial neural networks". IEEE Transactions on Circuits and Systems, Vol.: 36, Issue: 8, Aug. 1989 pp.1092-1101
13. T.G. Dietterich, Ensemble methods in machine learning, Proceedings of First International Conference on Multiple Classifier Systems, 2000.
14. Vikram Chalana and Yongmin Kim, A Methodology for Evaluation of Boundary Detection Algorithms on Medical Images, IEEE Transactions on Medical Imaging, Vol.16, No.5 October 1997