Low cost FPGA-based highly accurate face recognition system using combined wavelets with subspace methods

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 2077-2080

  Shams, Nasim ^a   Hosseini, Iraj ^a   Sadri, Mohammad Sadegh ^a   Azarnasab, Ehsan ^b  

^a ISFAHAN UNIVERSITY OF TECHNOLOGY   (Iran)

^b GEORGIA STATE UNIVERSITY   (United States)

Author keywords

Face recognition; FPGA; Subspace analysis methods; Wavelet transform

Indexed keywords

DAUBECHIES WAVELET; DIMENSIONALITY REDUCTION; FACE RECOGNITION ALGORITHMS; FACE RECOGNITION SYSTEMS; FPGA; HARDWARE IMPLEMENTATIONS; LOGIC RESOURCES; LOW COSTS; PROCESSING RATES; SUB-SPACE METHODS; SUBSPACE ANALYSIS;

ALGORITHMS; DISCRETE WAVELET TRANSFORMS; HARDWARE; IMAGING SYSTEMS;

FACE RECOGNITION;

EID: 39049128862     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.312922     Document Type: Conference Paper

References (11)

1. M. Turk and A. Pentland, "Eigenfaces for recognition," J. of Cognitive Neuroscience, vol. 3, no. 1, 1991.
2. M.S. Bartlett, J.R. Movellan, and T.J. Sejnowski, "Face recognition by Independent Component Analysis", IEEE Trans. on Neural Networks, vol. 13, no. 6, pp. 1450-1464, November 2002.
3. B. Moghaddam, C. Nastar, A. Pentland, "A Bayesian Similarity Measure for Deformable Image Matching," Image and Vision Computing, vol. 19, no. 5, pp. 235-244, May 2001.
4. S. Du and R. Ward, "Statistical Non-Uniform Sampling of Gabor Wavelet Coefficients for Face Recognition," Proc. of IEEE ICASSP Conference, vol. II, pp. 73-76, 2005.
5. M. S. Sadri, and et al, "An FPGA Based Fast Face Detector," Proc. of GSPX Conference, pp. 586-591, Sep. 2004.
6. A. Hyvarinen, "The Fixed-point Algorithm and Maximum Likelihood Estimation for Independent Component Analysis," Neural Processing Letters, vol. 10, no. 1, pp. 1-5, August 1999,
7. M. Joo Er, S. Wu, J. Lu, and H. L. Toh, "Face recognition with radial basis function (RBF) neural networks," IEEE Trans. Neural Networks, vol. 13, pp. 697-710, May 2002.
8. S. Lawrence, C. L. Giles, A. C. Tsoi, and A. D. Back, "Face recognition: A convolutional neural-network approach," IEEE Trans. Neural Networks, vol. 8, pp. 98-113, Jan. 1997.
9. S. Z. Li and J. Lu, "Face recognition using the nearest feature line method," IEEE Trans. Neural Networks, vol. 10, pp. 439-443, Mar. 1999.
10. P. McCanny, and J. McCanny, "Design and implementation of an efficient multi-resolution two dimensional DWT architecture," 3rd Intl. CSNDSP Conference, 2002.
11. Xilinx Inc., "Spartan-IIE 1.8V FPGA Family Complete Data Sheet", Xilinx DS077, July 28, 2004.