A new implementation for high speed normalized neural networks in frequency space

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5177 LNAI, Issue PART 1, 2008, Pages 33-40

  El Bakry, Hazem M ^a   Hamada, Mohamed ^b  

^a MANSOURA UNIVERSITY   (Egypt)

^b UNIVERSITY OF AIZU   (Japan)

Author keywords

Cross correlation; Fast pattern detection; Image normalization; Neural networks

Indexed keywords

FREQUENCY DOMAIN ANALYSIS; KNOWLEDGE BASED SYSTEMS; OBJECT DETECTION;

CROSS CORRELATIONS; DETECTION PROCESS; FAST ALGORITHMS; FAST PATTERN DETECTION; FREQUENCY DOMAINS; FREQUENCY SPACES; IMAGE NORMALIZATION; SPATIAL DOMAINS;

NEURAL NETWORKS;

EID: 57849096710     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85563-7_10     Document Type: Conference Paper

References (12)

1. Klette, R., Zamperon,: Handbook of image processing operators. John Wiley & Sons ltd., Chichester (1996)
2. El-Bakry, H.M.: Comments on Using MLP and FFT for Fast Object/Face Detection. In: Proc. of IEEE IJCNN 2003, Portland, Oregon, July 20-24, pp. 1284-1288 (2003)
3. Lin, J.Y., Cheng, C.T., Chau, K.W.: Using support vector machines for long-term discharge prediction. Hydrological Sciences Journal 51(4), 599-612 (2006)
4. Srisuk, S., Kurutach, W.: A New Robust Face Detection in Color Images. In: Proc. of IEEE Computer Society International Conference on Automatic Face and Gesture Recognition (AFGR 2002), Washington D.C., USA, May 20-21, pp. 306-311 (2002)
5. El-Bakry, H.M.: Automatic Human Face Recognition Using Modular Neural Networks. Machine Graphics & Vision Journal (MG&V) 10(1), 47-73 (2001)
6. Feraud, R., Bernier, O., Viallet, J.E., Collobert, M.: 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, 28-30 March (2000)
7. Ben-Yacoub, S., Fasel, B., Luettin, J.: Fast Face Detection using MLP and FFT. In: Proc. of the Second International Conference on Audio and Video-based Biometrie Person Authentication (AVBPA 1999) (1999)
8. Baluja, S., Rowley, H.A., Kanade, T.: Neural Network - Based Face Detection. IEEE Trans, on Pattern Analysis and Machine Intelligence 20(1), 23-38 (1998)
9. Beat F.: Fast Multi-Scale Face Detection, IDIAP-Com 98-04 (1998)
10. Ben-Yacoub, S.: Fast Object Detection using MLP and FFT, IDIAP-RR 11, IDIAP (1997)
11. Lewis, J.P.: Fast Normalized Cross Correlation, http://www.idiom.com/ ~zilla/Papers/nvisionInterface/nip.html
12. El-Bakry, H.M.: New Faster Normalized Neural Networks for Sub-Matrix Detection using Cross Correlation in the Frequency Domain and Matrix Decomposition. Applied Soft Computing Journal 8(2), 1131-1149 (2008)