Adaptive feature-specific imaging: A face recognition example

Applied Optics

Volumn 47, Issue 10, 2008, Pages

  Baheti, Pawan K ^a   Neifeld, Mark A ^a,b  

^a University of Arizona   (United States)

^b UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ECONOMIC AND SOCIAL EFFECTS; FACE RECOGNITION;

ADAPTIVE FEATURES; CONVENTIONAL IMAGING; DETECTION TIME; ITS APPLICATIONS; LOW SIGNAL-TO-NOISE RATIO; OPTIMAL VALUES; PROBABILITY OF MISCLASSIFICATION; SEQUENTIAL HYPOTHESIS TESTING;

SIGNAL TO NOISE RATIO;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; FACE; FEMALE; HISTOLOGY; HUMAN; MALE;

ALGORITHMS; FACE; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MALE; PATTERN RECOGNITION, AUTOMATED;

EID: 48849088369     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.47.000B21     Document Type: Article

References (28)

1. M. A. Turk and A. P. Pentland, "Face recognition using eigenfaces," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (IEEE, 1991), pp. 586-591.
2. W. Zhao, R. Chellapa, P. J. Phillips, and A. Rosenfeld, "Face recognition: a literature survey," ACM Comput. Surveys 35, 399-458 (2003).
3. H. H. Barrett, T. Gooley, K. Girodias, J. Rolland, T. White, and J. Lao, "Linear discriminants and image quality," Image Vision Comput. 10, 451-460 (1992).
4. A. VanderLugt, "Signal detection by complex spatial filtering," IEEE Trans. Inf. Theory 10, 139-145 (1964).
5. A. Mahanalobis, B. V. K. Kumar, S. R. F. Sims, and J. Epperson, "Unconstrained correlation filters," Appl. Opt. 33, 3751-3759 (1994).
6. B. Javidi, P. Refregier, and P. Willett, "Optimum receiver design for pattern recognition with nonoverlapping target and scene noise," Opt. Lett. 18, 1660-1662 (1993).
7. A. Yuille, D. Cohen, and P. Hallinan, "Feature extraction from faces using deformable templates," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (IEEE, 1989), pp. 104-109.
8. S. Lawrence, C. L. Giles, A. C. Tsoi, and A. D. Back, "Face recognition: a convolutional neural network approach," IEEE Trans. Neural Netw. 8, 98-113 (1997).
9. W. T. Cathey and E. R. Dowsky, "New paradigm for imaging systems," Appl. Opt. 41, 6080-6092 (2002).
10. S. Prasad, T. C. Torgersen, V. P. Pauca, R. J. Plemmons, and J. van der Gracht, "Engineering the pupil phase to improve image quality," Proc. SPIE 5108, 1-12 (2003).
11. D. J. Brady, "Multiplex sensors and the constant radiance theorem," Opt. Lett. 27, 16-18 (2002).
12. E. Funatsu, Y. Nitta, Y. Miyake, T. Toyoda, J. Ohta, and K. Kyuma, "An artificial retina chip with current-mode focal plane image processing functions," IEEE Trans. Electron Devices 44, 1777-1782 (1997).
13. M. A. Neifeld and P. Shankar, "Feature-specific imaging," Appl. Opt. 42, 3379-3389 (2003).
14. P. K. Baheti and M. A. Neifeld, "Feature-specific structured imaging," Appl. Opt. 45, 7382-7391 (2006).
15. M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE, 2006), Vol. 3, pp. 14-19.
16. D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. Kelly, and R. G. Baraniuk, "A new compressive imaging camera architecture using optical-domain compression," Proc. SPIE 6065, 43-52 (2006).
17. N. P. Pitsianis, D. J. Brady, and X. Sun, "The quantized cosine transform for sensor-layer image compression," in Adaptive Optics: Analysis and Methods/Computational Optical Sensing and Imaging/Information Photonics/Signal Recovery and Synthesis Topical Meetings, on CD-ROM, Technical Digest (Optical Society of America, 2005), paper JMA4.
18. M. A. Neifeld and J. Ke, "Optical architectures for compressive imaging," Appl. Opt. 46, 5293-5303 (2007).
19. H. S. Pal, D. Ganotra, and M. A. Neifeld, "Face recognition by using feature-specific imaging," Appl. Opt. 44, 3784-3794 (2005).
20. N. A. Goodman, P. R. Venkata, and M. A. Neifeld, "Adaptive waveform design and sequential hypothesis testing for target recognition using cognitive radar," IEEE J. Sel. Top. Signal Process. 1, 105-113 (2007).
21. J. R. Guerci and S. U. Pillai, "Adaptive transmission radar: the next wave," in Proceedings of the IEEE National Aerospace and Electronics Conference, 2000, pp. 779-786.
22. A. Wald, "Sequential analysis of statistical hypotheses," Ann. Math. Stat. 16(2), 117-176 (1945).
23. P. Armitage, "Sequential analysis with more than two alternative hypotheses and its relation to discriminant function analysis," J. R. Stat. Soc. 12(1), 137-144 (1950).
24. S. Kay, Statistical Signal Processing - Detection Theory (Prentice-Hall, 1998).
25. H. H. Barrett and K. J. Myers, Foundations of Image Science, Wiley Series in Pure and Applied Optics (Wiley, 2004).
26. E. Marszalec, B. Martinkauppi, M. Soriano, and M. Pietikäinen, "A physics-based face database for color research," J. Electron. Imaging 9(1), 32-38 (2000).
27. A. Genz, "Numerical computation of multivariate normal probabilities," J. Comput. Graph. Stat. 1(2), 141-149 (1992).
28. M. R. Bell, "Information theory and radar waveform design," IEEE Trans. Inf. Theory 39, 1578-1597 (1993).