A new approach for fast face detection

WSEAS Transactions on Information Science and Applications

Volumn 3, Issue 9, 2006, Pages 1725-1730

  El Bakry, Hazem M ^a   Mastorakis, Nikos ^b  

^a MANSOURA UNIVERSITY   (Egypt)

^b HELLENIC NAVAL ACADEMY   (Greece)

Author keywords

Cross correlation in the frequency domain; Face detection; Fast neural networks

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DATABASE SYSTEMS; EDGE DETECTION; IMAGE QUALITY; NEURAL NETWORKS; PROBLEM SOLVING;

CROSS CORRELATION; FACE DETECTION; FAST NEURAL NETWORKS;

FACE RECOGNITION;

EID: 33746442802     PISSN: 17900832     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (14)

1. H. A. Rowley, S. Baluja, and T. Kanade, "Neural Network - Based Face Detection," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, pp. 23-38, 1998.
2. R. Jacobs, M. Jordan, and A. Barto, "Task Decomposition Through Competition in a Modular Connectionist Architecture: The what and where vision tasks," Neural Computation 3, pp. 79-87, 1991.
3. Hazem M. El-Bakry, "Automatic Human Face Recognition Using Modular Neural Networks," Machine Graphics & Vision Journal (MG&V), vol. 10, no. 1, 2001, pp. 47-73.
4. R. Klette, and Zamperon, "Handbook of image processing operators," John Wiley & Sonsltd, 1996.
5. Hazem M. El-Bakry, "Human Iris Detection Using Fast Cooperative Modular Neural Networks and Image Decomposition," Machine Graphics & Vision Journal (MG&V), vol. 11, no. 4, 2002, pp. 498-512.
6. E. Alpaydin, "Multiple Networks for Function Learning," Int. Conf. on Neural Networks, Vol.1 CA, USA, pp. 9-14, 1993.
7. A. Waibel, "Modular Construction of Time Delay Neural Networks for Speech Recognition," Neural Computing 1, pp. 39-46, 1989.
8. K. Joe, Y. Mori, and S. Miyake, "Construction of a large scale neural network: Simulation of handwritten Japanese Character Recognition," on NCUBE Concurrency 2 (2), pp. 79-107, 1990.
9. Hazem M. El-bakry, and M. A. Aboelsoud, "Automatic Personal Identification Using Neural Networks," The 24th international Conf. on Statistics computer Science, and its applications, pp. 405-416, cairo, Egypt, 1999.
10. S. Ben-Yacoub, "Fast Object Detection using MLP and FFT," IDIAP-RR 11, IDIAP, 1997.
11. H. M. El-Bakry, "Comments on Using MLP and FFT for Fast Object/Face Detection," Proc. of IEEE IJCNN'03, Portland, Oregon, pp. 1284-1288, July, 20-24, 2003.
12. Hazem M. El-Bakry, "Fast Pattern Detection Using Parallel Neural Processors and Image Decomposition," Proc. of the 19th European Conference on Modeling and Simulation (ESM2005), Simulation of Intelligent Systems, 1-4 June 2005, Riga, Latvia.
13. Hazem M. El-Bakry, "A Fast Neural Algorithm for Patten Detection Using Cross Correlation in the Frequency Domain," Proc. of the 19th European Conference on Modeling and Simulation (ESM2005), The 2005 High Performance Computing & Simulation (HPC&S) Conference, 1-4 June 2005, Riga, Latvia.
14. Hazem M. El-Bakry, "Fast Sub-Image Segmentation Using Parallel Neural Processors and Image Decomposition," Proc. of the SPIE Vol. 5960, the International Symposium on Visual Communication and Image Processing (VCIP), 12-15 July, 2005, Beijing, China, pp. 1712-1722.