Abstract

An examination of recent trends in imaging reveals a movement toward systems that balance processing between optics and electronics. Imaging applications include conventional imaging to produce visually pleasing images, special purpose imaging whose output is also an image but with enhanced characteristics, and functional imaging to produce information about a scene from optical data. We identify three approaches to computational imaging that are capable of achieving these goals: wavefront encoding, multiplex imaging, and feature extraction.

©2003 Optical Society of America

Full Article  |  PDF Article
OSA Recommended Articles
Computational imaging

Joseph N. Mait, Gary W. Euliss, and Ravindra A. Athale
Adv. Opt. Photon. 10(2) 409-483 (2018)

Computational imaging systems: joint design and end-to-end optimality

Tejaswini Mirani, Dinesh Rajan, Marc P. Christensen, Scott C. Douglas, and Sally L. Wood
Appl. Opt. 47(10) B86-B103 (2008)

Compressive tomography

David J. Brady, Alex Mrozack, Ken MacCabe, and Patrick Llull
Adv. Opt. Photon. 7(4) 756-813 (2015)

More Recommended Articles

References

  • View by:
  • Article Order
  • |
  • Year
  • |
  • Author
  • |
  • Publication
  1. H. S. Pal and M. A. Neifeld, “Multispectral principal component imaging,” Opt. Express 11, 2118–2125 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2118.
    [Crossref] [PubMed]
  2. A. Ashok and M. A. Neifeld, “Information-based analysis of simple incoherent imaging systems,” Opt. Express 11, 2153–2162 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2153.
    [Crossref] [PubMed]
  3. U. Gopinathan, D. J. Brady, and N. P. Pitsianis, “Coded apertures for efficient pyroelectric motion tracking,” Opt. Express 11, 2142–2152 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2142.
    [Crossref] [PubMed]
  4. P. Potuluri, M. Xu, and D. J. Brady, “Imaging with random 3D reference structures,” Opt. Express 11, 2134–2141 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2134.
    [Crossref] [PubMed]
  5. Z. Xu, Z. Wang, M. E. Sullivan, D. J. Brady, S. H. Foulger, and A. Adibi, “Multimodal multiplex spectroscopy using photonic crystals,” Opt. Express 11, 2126–2133 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2126.
    [Crossref] [PubMed]
  6. J. Tanida, R. Shogenji, Y. Kitamura, K. Yamada, M. Miyamoto, and S. Miyatake, “Color imaging with an integrated compound imaging system,” Opt. Express 11, 2109–2117 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2109.
    [Crossref] [PubMed]
  7. K. Kubala and E. Dowski, “Reducing complexity in computational imaging systems,” Opt. Express 11, 2102–2108 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2102.
    [Crossref] [PubMed]
  8. T. E. Jones, History of the Light Microscope, Chap. 1, http://spidey.sfusd.edu/schwww/sch773/zimmerman/c1.html (accessed 14 July 2003).
  9. W.B. Veldkamp, “Wireless focal planes: On the road to amacronic sensors,” J. Quantum Electronics, IEEE JQE-29, 801–813 (1993).
    [Crossref]
  10. D. P. Casasent, “Hybrid Processors,” in Optical Information Processing, S.-H. Lee, ed., Topics in Applied Physics48 (Springer-Verlag, Berlin, 1981), 181–233.
    [Crossref]
  11. H. H. Hopkins, “The frequency response of a defocused optical system,” Proc. Roy. Soc. A 231, 91–103 (1955).
    [Crossref]
  12. See, for example, Optical Security and Counterfeit Deterrence Techniques IV, R. L. van Renesse, ed., Proc. SPIE4677 (2002) and papers contained therein.
  13. R. H. Dicke, “Scatter-hole cameras for X rays and gamma rays,” Astrophys. J. 153, L101–L106 (1968).
    [Crossref]
  14. G. N. Hounsfield, “Computed Medical Imaging,” 1979 Nobel Lecture, http://www.nobel.se/medicine/laureates/1979/hounsfield-lecture.pdf (accessed 14 July 2003).
  15. D. Gabor, “A new microscopic principle,” Nature 161, 777–778 (1948).
    [Crossref] [PubMed]
  16. J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw Hill, New York, 1996).
  17. R. M. Matic and J. W. Goodman, “Optical preprocessing for increased system throughput,” J. Opt. Soc. Am. A 6, 428–440 (1989).
    [Crossref]
  18. E. R. Dowski and W. T. Cathey, “Extended depth of field through wave-front coding,” Appl. Opt. 34, 1859–1866 (1995).
    [Crossref] [PubMed]
  19. E. R. Dowski and W. T. Cathey, “Single-lens single-image incoherent passive-ranging systems,” Appl. Opt. 33, 6762–6773 (1994).
    [Crossref] [PubMed]
  20. M. Descour and E. Dereniak, “Computed-tomography imaging spectrometer: experimental calibration and reconstruction results,” Appl. Opt. 34, 4817–4826 (1995).
    [Crossref] [PubMed]
  21. J. van der Gracht and G. W. Euliss, “Information optimized extended depth-of-field imaging system,” in Visual Information ProcessingX, S. Park and Z. Rahman, eds., Proc SPIE4388, 103–112 (2001).
    [Crossref]
  22. K. Itoh and Y Ohtsuka, “Fourier-transform spectral imaging: retrieval of source information from three-dimensional spatial coherence,” J. Opt. Soc. Am. A 3, 94–100 (1986).
    [Crossref]
  23. J. Rosen and A. Yariv, “General theorem of spatial coherence: application to three-dimensional imaging,” J. Opt. Soc. Am. A 13, 2091–2095 (1996).
    [Crossref]
  24. D. L. Marks, R. A. Stack, and D. J. Brady, “Three-Dimensional Coherence Imaging in the Fresnel Domain,” Appl. Opt. 38, 1332–1342 (1999).
    [Crossref]
  25. J. Tanida, T. Kumagai, K. Yamada, S. Miyatake, K. Ishida, T. Morimoto, N. Kondou, D. Miyazaki, and Y. Ichioka, “Thin Observation Module by Bound Optics (TOMBO): Concept and Experimental Verification,” Appl. Opt. 40, 1806–1813 (2001).
    [Crossref]
  26. R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
    [Crossref]
  27. F. Okano, H. Hoshino, J. Arai, and I. Yuyama, “Real-time pickup method for a three-dimensional image based on integral photography,” Appl. Opt. 36, 1598–1603 (1997).
    [Crossref] [PubMed]
  28. M. A. Neifeld and W. C. Hasenplaugh, “High-resolution optical imaging using an array of low-resolution cameras,” Annual Meeting of the Optical Society of America 2002, September 29-October 3, 2002.
  29. W. T. Cathey and E. R. Dowski, “New Paradigm for Imaging Systems,” Appl. Opt. 41, 6080–6092 (2002).
    [Crossref] [PubMed]
  30. D. J. Brady, “Multiplex sensors and the constant radiance theorem,” Opt. Lett. 27, 16–18 (2002).
    [Crossref]
  31. M. A. Neifeld and P. Shankar, “Feature-Specific Imaging,” Appl. Opt. 42, 3379–3389 (2003).
    [Crossref] [PubMed]

2003 (8)

H. S. Pal and M. A. Neifeld, “Multispectral principal component imaging,” Opt. Express 11, 2118–2125 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2118.
[Crossref] [PubMed]

A. Ashok and M. A. Neifeld, “Information-based analysis of simple incoherent imaging systems,” Opt. Express 11, 2153–2162 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2153.
[Crossref] [PubMed]

U. Gopinathan, D. J. Brady, and N. P. Pitsianis, “Coded apertures for efficient pyroelectric motion tracking,” Opt. Express 11, 2142–2152 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2142.
[Crossref] [PubMed]

P. Potuluri, M. Xu, and D. J. Brady, “Imaging with random 3D reference structures,” Opt. Express 11, 2134–2141 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2134.
[Crossref] [PubMed]

Z. Xu, Z. Wang, M. E. Sullivan, D. J. Brady, S. H. Foulger, and A. Adibi, “Multimodal multiplex spectroscopy using photonic crystals,” Opt. Express 11, 2126–2133 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2126.
[Crossref] [PubMed]

J. Tanida, R. Shogenji, Y. Kitamura, K. Yamada, M. Miyamoto, and S. Miyatake, “Color imaging with an integrated compound imaging system,” Opt. Express 11, 2109–2117 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2109.
[Crossref] [PubMed]

K. Kubala and E. Dowski, “Reducing complexity in computational imaging systems,” Opt. Express 11, 2102–2108 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2102.
[Crossref] [PubMed]

M. A. Neifeld and P. Shankar, “Feature-Specific Imaging,” Appl. Opt. 42, 3379–3389 (2003).
[Crossref] [PubMed]

2002 (2)

2001 (1)

1999 (1)

1998 (1)

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

1997 (1)

1996 (1)

1995 (2)

1994 (1)

1993 (1)

W.B. Veldkamp, “Wireless focal planes: On the road to amacronic sensors,” J. Quantum Electronics, IEEE JQE-29, 801–813 (1993).
[Crossref]

1989 (1)

1986 (1)

1968 (1)

R. H. Dicke, “Scatter-hole cameras for X rays and gamma rays,” Astrophys. J. 153, L101–L106 (1968).
[Crossref]

1955 (1)

H. H. Hopkins, “The frequency response of a defocused optical system,” Proc. Roy. Soc. A 231, 91–103 (1955).
[Crossref]

1948 (1)

D. Gabor, “A new microscopic principle,” Nature 161, 777–778 (1948).
[Crossref] [PubMed]

Adibi, A.

Arai, J.

Armstrong, E. E.

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Ashok, A.

Barnard, K. J.

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Bognar, J. G.

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Brady, D. J.

Casasent, D. P.

D. P. Casasent, “Hybrid Processors,” in Optical Information Processing, S.-H. Lee, ed., Topics in Applied Physics48 (Springer-Verlag, Berlin, 1981), 181–233.
[Crossref]

Cathey, W. T.

Dereniak, E.

Descour, M.

Dicke, R. H.

R. H. Dicke, “Scatter-hole cameras for X rays and gamma rays,” Astrophys. J. 153, L101–L106 (1968).
[Crossref]

Dowski, E.

Dowski, E. R.

Euliss, G. W.

J. van der Gracht and G. W. Euliss, “Information optimized extended depth-of-field imaging system,” in Visual Information ProcessingX, S. Park and Z. Rahman, eds., Proc SPIE4388, 103–112 (2001).
[Crossref]

Foulger, S. H.

Gabor, D.

D. Gabor, “A new microscopic principle,” Nature 161, 777–778 (1948).
[Crossref] [PubMed]

Goodman, J. W.

Gopinathan, U.

Hardie, R. C.

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Hasenplaugh, W. C.

M. A. Neifeld and W. C. Hasenplaugh, “High-resolution optical imaging using an array of low-resolution cameras,” Annual Meeting of the Optical Society of America 2002, September 29-October 3, 2002.

Hopkins, H. H.

H. H. Hopkins, “The frequency response of a defocused optical system,” Proc. Roy. Soc. A 231, 91–103 (1955).
[Crossref]

Hoshino, H.

Hounsfield, G. N.

G. N. Hounsfield, “Computed Medical Imaging,” 1979 Nobel Lecture, http://www.nobel.se/medicine/laureates/1979/hounsfield-lecture.pdf (accessed 14 July 2003).

Ichioka, Y.

Ishida, K.

Itoh, K.

Jones, T. E.

T. E. Jones, History of the Light Microscope, Chap. 1, http://spidey.sfusd.edu/schwww/sch773/zimmerman/c1.html (accessed 14 July 2003).

Kitamura, Y.

Kondou, N.

Kubala, K.

Kumagai, T.

Marks, D. L.

Matic, R. M.

Miyamoto, M.

Miyatake, S.

Miyazaki, D.

Morimoto, T.

Neifeld, M. A.

Ohtsuka, Y

Okano, F.

Pal, H. S.

Pitsianis, N. P.

Potuluri, P.

Rosen, J.

Shankar, P.

Shogenji, R.

Stack, R. A.

Sullivan, M. E.

Tanida, J.

van der Gracht, J.

J. van der Gracht and G. W. Euliss, “Information optimized extended depth-of-field imaging system,” in Visual Information ProcessingX, S. Park and Z. Rahman, eds., Proc SPIE4388, 103–112 (2001).
[Crossref]

Veldkamp, W.B.

W.B. Veldkamp, “Wireless focal planes: On the road to amacronic sensors,” J. Quantum Electronics, IEEE JQE-29, 801–813 (1993).
[Crossref]

Wang, Z.

Watson, E. A.

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Xu, M.

Xu, Z.

Yamada, K.

Yariv, A.

Yuyama, I.

Appl. Opt. (8)

Astrophys. J. (1)

R. H. Dicke, “Scatter-hole cameras for X rays and gamma rays,” Astrophys. J. 153, L101–L106 (1968).
[Crossref]

J. Opt. Soc. Am. A (3)

J. Quantum Electronics, IEEE (1)

W.B. Veldkamp, “Wireless focal planes: On the road to amacronic sensors,” J. Quantum Electronics, IEEE JQE-29, 801–813 (1993).
[Crossref]

Nature (1)

D. Gabor, “A new microscopic principle,” Nature 161, 777–778 (1948).
[Crossref] [PubMed]

Opt. Engr. (1)

R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, “High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system,” Opt. Engr. 37, 247–260 (1998).
[Crossref]

Opt. Express (7)

K. Kubala and E. Dowski, “Reducing complexity in computational imaging systems,” Opt. Express 11, 2102–2108 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2102.
[Crossref] [PubMed]

J. Tanida, R. Shogenji, Y. Kitamura, K. Yamada, M. Miyamoto, and S. Miyatake, “Color imaging with an integrated compound imaging system,” Opt. Express 11, 2109–2117 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2109.
[Crossref] [PubMed]

H. S. Pal and M. A. Neifeld, “Multispectral principal component imaging,” Opt. Express 11, 2118–2125 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2118.
[Crossref] [PubMed]

Z. Xu, Z. Wang, M. E. Sullivan, D. J. Brady, S. H. Foulger, and A. Adibi, “Multimodal multiplex spectroscopy using photonic crystals,” Opt. Express 11, 2126–2133 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2126.
[Crossref] [PubMed]

P. Potuluri, M. Xu, and D. J. Brady, “Imaging with random 3D reference structures,” Opt. Express 11, 2134–2141 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2134.
[Crossref] [PubMed]

U. Gopinathan, D. J. Brady, and N. P. Pitsianis, “Coded apertures for efficient pyroelectric motion tracking,” Opt. Express 11, 2142–2152 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2142.
[Crossref] [PubMed]

A. Ashok and M. A. Neifeld, “Information-based analysis of simple incoherent imaging systems,” Opt. Express 11, 2153–2162 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-18-2153.
[Crossref] [PubMed]

Opt. Lett. (1)

Proc. Roy. Soc. A (1)

H. H. Hopkins, “The frequency response of a defocused optical system,” Proc. Roy. Soc. A 231, 91–103 (1955).
[Crossref]

Other (7)

See, for example, Optical Security and Counterfeit Deterrence Techniques IV, R. L. van Renesse, ed., Proc. SPIE4677 (2002) and papers contained therein.

D. P. Casasent, “Hybrid Processors,” in Optical Information Processing, S.-H. Lee, ed., Topics in Applied Physics48 (Springer-Verlag, Berlin, 1981), 181–233.
[Crossref]

J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw Hill, New York, 1996).

J. van der Gracht and G. W. Euliss, “Information optimized extended depth-of-field imaging system,” in Visual Information ProcessingX, S. Park and Z. Rahman, eds., Proc SPIE4388, 103–112 (2001).
[Crossref]

G. N. Hounsfield, “Computed Medical Imaging,” 1979 Nobel Lecture, http://www.nobel.se/medicine/laureates/1979/hounsfield-lecture.pdf (accessed 14 July 2003).

M. A. Neifeld and W. C. Hasenplaugh, “High-resolution optical imaging using an array of low-resolution cameras,” Annual Meeting of the Optical Society of America 2002, September 29-October 3, 2002.

T. E. Jones, History of the Light Microscope, Chap. 1, http://spidey.sfusd.edu/schwww/sch773/zimmerman/c1.html (accessed 14 July 2003).

Cited By

OSA participates in Crossref's Cited-By Linking service. Citing articles from OSA journals and other participating publishers are listed here.

Alert me when this article is cited.


Metrics