FACIAL POLYGONAL PROJECTION - A new feature extracting method to help in neural face detection
Adriano Martins Moutinho, Antonio Carlos Gay Thomé, Pedro Henrique Gouvêa Coelho
2005
Abstract
Locating the position of a human face in a photograph is likely to be a very complex task, requiring several image and signal processing techniques. This paper proposes a new approach called polygonal facial projection that is able, by measuring specific distances on the image, to extract relevant features and improve efficiency of neural face identification systems (Rowley, 1999) (Moutinho and Thomé, 2004), facilitating the separation of facial patterns from other objects present in the image.
References
- Rowley, A. Henry; Kanade 1999, Takeo. Neural networkbased face detection. ISBN 0-599-52020-5, 1999.
- Moutinho, A. M.; Thomé, A. C. G.; Biondi, L. B. C.; Coelho H. G.; Meza L. A., 2004. Face pattern detection. Congress and author's name removed for blind evaluation purposes.
- Haykin, Simon, 1994. Neural Networks: A Comprehensive Foundation, Prentice Hall PTR, ISBN 0023527617.
- Jain, A. K., 1989. Fundamentals of digital image processing, Prentice-Hall Inc. ISBN 0-13-336165-9.
- Gonzalez, Rafael C.; Woods, Richard E.; Digital Image Processing, 1992. Addison-Wesley Longman Publishing Co., Inc. ISBN 0201508036.
- Zurada, J. M., 1999. Introduction to Artificial Neural Systems. PWS Publishing Co., ISBN 053495460X.
- Viana K. G.; Rodrigues J. R.; YYY, C. G. A., 2000. Extração de Características para o Reconhecimento de Dígitos. Congress and author's name removed for blind evaluation purposes.
Paper Citation
in Harvard Style
Martins Moutinho A., Carlos Gay Thomé A. and Henrique Gouvêa Coelho P. (2005). FACIAL POLYGONAL PROJECTION - A new feature extracting method to help in neural face detection . In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 972-8865-19-8, pages 419-422. DOI: 10.5220/0002539404190422
in Bibtex Style
@conference{iceis05,
author={Adriano Martins Moutinho and Antonio Carlos Gay Thomé and Pedro Henrique Gouvêa Coelho},
title={FACIAL POLYGONAL PROJECTION - A new feature extracting method to help in neural face detection},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2005},
pages={419-422},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002539404190422},
isbn={972-8865-19-8},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - FACIAL POLYGONAL PROJECTION - A new feature extracting method to help in neural face detection
SN - 972-8865-19-8
AU - Martins Moutinho A.
AU - Carlos Gay Thomé A.
AU - Henrique Gouvêa Coelho P.
PY - 2005
SP - 419
EP - 422
DO - 10.5220/0002539404190422