An efficient algorithm for pattern detection using combined classifiers and data fusion

Information Fusion

Volumn 11, Issue 2, 2010, Pages 133-148

  El Bakry, Hazem M ^a  

^a MANSOURA UNIVERSITY   (Egypt)

Author keywords

Combined neural classifiers; Cross correlation; Data fusion; Face detection; Image decomposition

Indexed keywords

AUDIO AND VIDEO; COMPUTATION STEPS; CROSS CORRELATIONS; DETECTION PROCESS; DIVIDE AND CONQUER; EFFICIENT ALGORITHM; FACE DETECTION; FAST NEURAL NETWORKS; FREQUENCY DOMAINS; IMAGE DECOMPOSITION; INPUT MATRICES; INPUT WEIGHTS; MATRIX; MATRIX DECOMPOSITION; MULTISCALES; NEURAL CLASSIFIERS; OBJECT DETECTION; PARALLEL PROCESSING; PATTERN DETECTION; PERSON AUTHENTICATION; SIMULATION RESULT; SPATIAL AND FREQUENCY DOMAIN; SPATIAL DOMAINS; SPEED-UPS; SUB-MATRICES;

ALGORITHMS; BIOMETRICS; CLASSIFIERS; COMPUTATIONAL EFFICIENCY; DATA FUSION; FAST FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; INFORMATION FUSION; NEURAL NETWORKS;

MATRIX ALGEBRA;

EID: 74449093314     PISSN: 15662535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.inffus.2009.06.001     Document Type: Article

References (19)

1. Klette R., and Zamperon. Handbook of Image Processing Operators (1996), John Wiley and Sons Ltd.
2. Rowley H.A., Baluja S., and Kanade T. Neural network-based face detection. IEEE Transactions on Pattern Analysis and Machine Intelligence 20 1 (1998) 23-38
3. H. Schneiderman, T. Kanade, Probabilistic modeling of local appearance and spatial relationships for object recognition, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Santa Barbara, CA, 1998, pp. 45-51.
4. R. Feraud, O. Bernier, J.E. Viallet, M. Collobert, A fast and accurate face detector for indexation of face images, in: Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, Grenoble, France, March 2000, pp. 77-82.
5. Y. Zhu, S. Schwartz, M. Orchard, Fast face detection using subspace discriminate wavelet features, in: Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR'00), vol. 1, South Carolina, June 2000, pp. 1636-1643.
6. S. Srisuk, W. Kurutach, A new robust face detection in color images, in: Proceedings of the IEEE Computer Society International Conference on Automatic Face and Gesture Recognition, Washington, DC, USA, May 2002, pp. 306-311.
7. S. Ben-Yacoub, B. Fasel, J. Luettin, Fast face detection using MLP and FFT, in: Proceedings of the Second International Conference on Audio and Video-based Biometric Person Authentication (AVBPA'99), 1999.
8. B. Fasel, Fast multi-scale face detection, IDIAP-Com 98-04, 1998.
9. S. Ben-Yacoub, Fast object detection using MLP and FFT, IDIAP-RR 11, IDIAP, 1997.
10. Cooley J.W., and Tukey J.W. An algorithm for the machine calculation of complex Fourier series. Mathematics of Computation 19 (1965) 297-301
11. J.P. Lewis, Fast normalized cross-correlation. .
12. K.A. Ishak, S.A. Samad, A. Hussian, B.Y. Majlis, A fast and robust face detection using neural networks, in: Proceedings of the International Symposium on Information and Communication Technologies, vol. 2, Multimedia University, Putrajaya, Malaysia, October 2004, pp. 5-8.
13. D. Anifantis, E. Dermatas, G. Kokkinakis, A neural network method for accurate face detection on arbitrary images, in: Proceedings of the Sixth IEEE International Conference on Electronics, Circuits and Systems, Paphos, Cyprus, September 1999, pp. 109-112.
14. K.J. Lang, G.E. Hinton, The development of time-delay neural network architecture for speech recognition, Technical Report CMU-CS-88-152, Carnegie-Mellon University, Pittsburgh, PA.
15. J. Bruce, M. Veloso, Fast and accurate vision-based pattern detection and identification, in: Proceedings of ICRA'03, the 2003 IEEE International Conference on Robotics and Automation, Taiwan, May 2003, pp. 1-6.
16. Yang M., Kriegman D.J., and Huja N. Detecting faces in images: a survey. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 1 (2002) 34-58
17. Gonzalez R.C., and Woods R.E. Digital Image Processing (2002), Prentice-Hall Inc.
18. El-Bakry H.M., and Zhao Q. A fast neural algorithm for serial code detection in a stream of sequential data. International Journal of Information Technology 2 1 (2005) 71-90
19. L. Essannouni, E. Ibn Elhaj, Face identification of video sequence, in: Proceedings of 2006 the Second European International Symposium on Communications, Control and Signal Processing, Marrakech, Morocco, March 2006, 4 pp.