Abstract

Acquiring deep-space images with high spatial resolution and sensitivity is important for space-debris surveillance and early warning. We propose a novel computational imaging (CI) method for high-sensitivity image acquisition in this letter. The proposed approach introduces CI into image formation. The proposed capturing process conducts minor modifications for cameras to encode more desirable information during capture, which is practical for hardware implementation. The latent image is reconstructed by formulating a recovery problem into an optimization problem, which is solved with iteratively reweighted least square technique. The experimental results clearly show the effectiveness of the proposed method.

© 2013 Chinese Optics Letters

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2012 (2)

H. Zhao and Y. Li, Chin. Opt. Lett. 10, 031101 (2012).

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

2011 (3)

C. Zhou, S. Lin, and S. Nayar, Int. J. Comput. Vis. 93, 53 (2011).

S. M. Kim, W. Baughman, D. S.Wilbert, L. Butler, M. Bolus, S. Balci, and P. Kung, Chin. Opt. Lett. 9, 110009 (2011).

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

2009 (1)

D. Krishnan and R. Fergus, Adv. Neur. Info. Proc. Sys. 22, 1033 (2009).

2008 (2)

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

2007 (2)

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

A. Levin and Y. Weiss, IEEE Trans. PAMI 29, 1647 (2007).

2006 (1)

D. Donoho, IEEE Trans. Information Theory 52, 1289 (2006).

2004 (1)

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

1995 (1)

Balci, S.

Baraniuk, R. G.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Baughman, W.

Bolas, M.

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Bolus, M.

Butler, L.

Cathey, W. T.

Chen, B.

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Chen, H.

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

Davenport, M. A.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Donoho, D.

D. Donoho, IEEE Trans. Information Theory 52, 1289 (2006).

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M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Durand, F.

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

Fergus, R.

D. Krishnan and R. Fergus, Adv. Neur. Info. Proc. Sys. 22, 1033 (2009).

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

Freeman, B.

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

Heidrich, W.

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

Horowitz, M.

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Ihrke, I.

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

Kelly, K. F.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

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D. Krishnan and R. Fergus, Adv. Neur. Info. Proc. Sys. 22, 1033 (2009).

Kung, P.

Lanman, D.

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

Laska, J. N.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Levin, A.

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

A. Levin and Y. Weiss, IEEE Trans. PAMI 29, 1647 (2007).

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M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Li, Y.

Liang, C.

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

Lin, S.

C. Zhou, S. Lin, and S. Nayar, Int. J. Comput. Vis. 93, 53 (2011).

Lin, T.

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

Liu, C.

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

McDowall, I.

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Nayar, S.

C. Zhou, S. Lin, and S. Nayar, Int. J. Comput. Vis. 93, 53 (2011).

S.Wilbert, D.

Sun, J.

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

Sun, T.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Takhar, D.

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

Vaish, V.

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

Weiss, Y.

A. Levin and Y. Weiss, IEEE Trans. PAMI 29, 1647 (2007).

Wetzstein, G.

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

Wong, B.

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

Zhang, Y.

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

Zhang, Z.

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

Zhao, H.

Zhou, C.

C. Zhou, S. Lin, and S. Nayar, Int. J. Comput. Vis. 93, 53 (2011).

Zhou, J.

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

ACM Siggragh (4)

M. Levoy, B. Chen, V. Vaish, M. Horowitz, I. McDowall, and M. Bolas, ACM Siggragh 23, 825 (2004).

A. Levin, R. Fergus, F. Durand, and B. Freeman, ACM Siggragh 26, 70 (2007).

G. Wetzstein, I. Ihrke, D. Lanman, and W. Heidrich, ACM Siggragh 31, 11 (2012).

C. Liang, T. Lin, B. Wong, C. Liu, and H. Chen, ACM Siggragh 27, 1 (2008).

Adv. Neur. Info. Proc. Sys. (1)

D. Krishnan and R. Fergus, Adv. Neur. Info. Proc. Sys. 22, 1033 (2009).

Appl. Opt. (1)

Chin. Opt. Lett. (2)

IEEE Signal Processing Mag. (1)

M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, IEEE Signal Processing Mag. 25, 83 (2008).

IEEE Trans. Information Theory (1)

D. Donoho, IEEE Trans. Information Theory 52, 1289 (2006).

IEEE Trans. PAMI (1)

A. Levin and Y. Weiss, IEEE Trans. PAMI 29, 1647 (2007).

Int. J. Comput. Vis. (1)

C. Zhou, S. Lin, and S. Nayar, Int. J. Comput. Vis. 93, 53 (2011).

Opt. Precision Engineering (1)

J. Sun, J. Zhou, Z. Zhang, and Y. Zhang, Opt. Precision Engineering 19, 3041 (2011).

Other (1)

R. Ng, M. Levoy, M. Br'edif, G. Duval, M. Horowitz, and P. Hanrahan, "Light FieldPhotography with a Hand-Held Plenoptic Camera," Stanford University Computer Science Tech ReportCSTR 2005-02 (2005).

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