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[CrossRef]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Info. Theory 52, 4036-4048 (2006).

[CrossRef]

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

E. Candes, J. Romberg, and T. Tao, "Stable signal reconvery from incomplete and inaccurate measurements," Commun. Pure Appl. Mathematics 59, 1207-1223 (2006).

[CrossRef]

J. Ke, M. D. Stenner, and M. A. Neifeld, "Minimum reconstruction error in feature-specific imaging," Proc. SPIE 5817, 7-12 (2005).

[CrossRef]

H. S. Pal, D. Ganotra, and M. A. Neifeld, "Face recognition by using feature-specific imaging," Appl. Opt. 44, 3784-3794 (2005).

[CrossRef]
[PubMed]

H. H. Barrett and K. J. Myers, *Foundations of Image Science* (Wiley-Interscience, 2004).

D. L. Marks, R. Stack, A. J. Johnson, D. J. Brady, and D. C. Munson, "Cone-beam tomography with a digital camera," Appl. Opt. 40, 1795-1805 (2001).

[CrossRef]

S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Soc. Ind. Appl. Math. J. Numer. Anal. 43, 129-159 (2001).

W. Wenzel and K. Hamacher, "A stochastic tunneling approach for global minimization of complex potential energy landscapes," Phys. Rev. Lett. 82, 3003-3007 (1999).

[CrossRef]

H. H. Barrett, D. W. Wilson, and B. M. W. Tsui, "Noise properties of the EM algorithm: I. Theory," Phys. Med. Biol. 39, 833-845 (1994).

[CrossRef]
[PubMed]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

H. H. Barrett and K. J. Myers, *Foundations of Image Science* (Wiley-Interscience, 2004).

H. H. Barrett, D. W. Wilson, and B. M. W. Tsui, "Noise properties of the EM algorithm: I. Theory," Phys. Med. Biol. 39, 833-845 (1994).

[CrossRef]
[PubMed]

E. Candes, J. Romberg, and T. Tao, "Stable signal reconvery from incomplete and inaccurate measurements," Commun. Pure Appl. Mathematics 59, 1207-1223 (2006).

[CrossRef]

E. J. Candes and J. K. Romberg, "Practical signal recovery from random projections," IEEE Trans. Signal Process. (to be published).

S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Soc. Ind. Appl. Math. J. Numer. Anal. 43, 129-159 (2001).

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

D. Donoho, "Compressed sensing," IEEE Trans. Info. Theory 52, 1289-1306 (2006).

[CrossRef]

S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Soc. Ind. Appl. Math. J. Numer. Anal. 43, 129-159 (2001).

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

W. Wenzel and K. Hamacher, "A stochastic tunneling approach for global minimization of complex potential energy landscapes," Phys. Rev. Lett. 82, 3003-3007 (1999).

[CrossRef]

J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Info. Theory 52, 4036-4048 (2006).

[CrossRef]

I. T. Jolliffe, *Principle Component Analysis* (Springer, 2002).

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

H. H. Barrett and K. J. Myers, *Foundations of Image Science* (Wiley-Interscience, 2004).

H. S. Pal, D. Ganotra, and M. A. Neifeld, "Face recognition by using feature-specific imaging," Appl. Opt. 44, 3784-3794 (2005).

[CrossRef]
[PubMed]

J. Ke, M. D. Stenner, and M. A. Neifeld, "Minimum reconstruction error in feature-specific imaging," Proc. SPIE 5817, 7-12 (2005).

[CrossRef]

H. Pal and M. A. Neifeld, "Multispectral principal component imaging," Opt. Express 11, 2118-2125 (2003).

[CrossRef]
[PubMed]

M. A. Neifeld and P. Shankar, "Feature-specific imaging," Appl. Opt. 42, 3379-3389 (2003).

[CrossRef]
[PubMed]

J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Info. Theory 52, 4036-4048 (2006).

[CrossRef]

E. Candes, J. Romberg, and T. Tao, "Stable signal reconvery from incomplete and inaccurate measurements," Commun. Pure Appl. Mathematics 59, 1207-1223 (2006).

[CrossRef]

E. J. Candes and J. K. Romberg, "Practical signal recovery from random projections," IEEE Trans. Signal Process. (to be published).

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Soc. Ind. Appl. Math. J. Numer. Anal. 43, 129-159 (2001).

J. Ke, M. D. Stenner, and M. A. Neifeld, "Minimum reconstruction error in feature-specific imaging," Proc. SPIE 5817, 7-12 (2005).

[CrossRef]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

E. Candes, J. Romberg, and T. Tao, "Stable signal reconvery from incomplete and inaccurate measurements," Commun. Pure Appl. Mathematics 59, 1207-1223 (2006).

[CrossRef]

H. H. Barrett, D. W. Wilson, and B. M. W. Tsui, "Noise properties of the EM algorithm: I. Theory," Phys. Med. Biol. 39, 833-845 (1994).

[CrossRef]
[PubMed]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

W. Wenzel and K. Hamacher, "A stochastic tunneling approach for global minimization of complex potential energy landscapes," Phys. Rev. Lett. 82, 3003-3007 (1999).

[CrossRef]

H. H. Barrett, D. W. Wilson, and B. M. W. Tsui, "Noise properties of the EM algorithm: I. Theory," Phys. Med. Biol. 39, 833-845 (1994).

[CrossRef]
[PubMed]

M. A. Neifeld and P. Shankar, "Feature-specific imaging," Appl. Opt. 42, 3379-3389 (2003).

[CrossRef]
[PubMed]

D. L. Marks, R. Stack, A. J. Johnson, D. J. Brady, and D. C. Munson, "Cone-beam tomography with a digital camera," Appl. Opt. 40, 1795-1805 (2001).

[CrossRef]

W. T. Cathey and E. R. Dowski, "New paradigm for imaging systems," Appl. Opt. 41, 6080-6092 (2002).

[CrossRef]
[PubMed]

H. S. Pal, D. Ganotra, and M. A. Neifeld, "Face recognition by using feature-specific imaging," Appl. Opt. 44, 3784-3794 (2005).

[CrossRef]
[PubMed]

E. Candes, J. Romberg, and T. Tao, "Stable signal reconvery from incomplete and inaccurate measurements," Commun. Pure Appl. Mathematics 59, 1207-1223 (2006).

[CrossRef]

J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Info. Theory 52, 4036-4048 (2006).

[CrossRef]

D. Donoho, "Compressed sensing," IEEE Trans. Info. Theory 52, 1289-1306 (2006).

[CrossRef]

E. J. Candes and J. K. Romberg, "Practical signal recovery from random projections," IEEE Trans. Signal Process. (to be published).

H. H. Barrett, D. W. Wilson, and B. M. W. Tsui, "Noise properties of the EM algorithm: I. Theory," Phys. Med. Biol. 39, 833-845 (1994).

[CrossRef]
[PubMed]

W. Wenzel and K. Hamacher, "A stochastic tunneling approach for global minimization of complex potential energy landscapes," Phys. Rev. Lett. 82, 3003-3007 (1999).

[CrossRef]

J. Ke, M. D. Stenner, and M. A. Neifeld, "Minimum reconstruction error in feature-specific imaging," Proc. SPIE 5817, 7-12 (2005).

[CrossRef]

D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk, "A new compressive imaging camera using optical domain compression," Proc. SPIE 6065, 606509 (2006).

[CrossRef]

S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Soc. Ind. Appl. Math. J. Numer. Anal. 43, 129-159 (2001).

M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse signal detection from incoherent projections," in *IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings*, Vol. 3 (IEEE, 2006).

I. T. Jolliffe, *Principle Component Analysis* (Springer, 2002).

The University of Oulu Physics-Based Face Database, http://www.ee.oulu.fi/research/imag/color/pbfd.html.

H. H. Barrett and K. J. Myers, *Foundations of Image Science* (Wiley-Interscience, 2004).