Single-shot compressive spectral imaging with a dual-disperser architecture

Optics Express

Volumn 15, Issue 21, 2007, Pages 14013-14027

  Gehm, M E ^a   John, R ^b   Brady, D J ^b   Willett, R M ^b   Schulz, T J ^c  

^a University of Arizona   (United States)

^b USA   (United States)

^c Michigan Technological University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

OPTICAL FILTERS; PROJECTION SYSTEMS; SPECTRUM ANALYSIS; SYSTEMS ANALYSIS;

COMPRESSIVE SPECTRAL IMAGING; DISPERSIVE ELEMENTS; PROJECTIVE MEASUREMENT; SPECTRAL FILTER FUNCTIONS;

IMAGING SYSTEMS;

EID: 35348961052     PISSN: None     EISSN: 10944087     Source Type: Journal    
DOI: 10.1364/OE.15.014013     Document Type: Article

References (29)

1. P. A. Townsend, J. R. Foster, J. R. A. Chastain, and W. S. Currie, "Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central Appalachian Mountains using Hyperion and AVIRIS," IEEE Trans. Geosci. Remote Sens. 41, 1347-1354 (2003).
2. W. Smith, D. Zhou, F. Harrison, H. Revercomb, A. Larar, A. Huang, and B. Huang, "Hyperspectral remote sensing of atmospheric profiles from satellites and aircraft," in Proc. SPIE, vol. 4151, pp. 94-102 (2001).
3. R. P. Lin, B. R. Dennis, and A. O. B. (Eds.), The Reuven Ramaty High-Energy Solar Spectrscopic Imager (RHESSI) - Mission Description and Early Results (Kluwer Academic Publishers, Dordrecht, 2003).
4. W. Denk, J. Strickler, and W. Webb, "Two-photon laser scanning fluorescence microscopy," Science 248(4951), 73-76 (1990).
5. R. Schultz, T. Nielsen, J. Zavaleta, R. Ruch, R. Wyatt, and H. Garner, "Hyperspectral imaging: A novel approach for microscopic analysis," Cytometry 43, 239-247 (2001).
6. M. Hinnrichs, J. Jensen, and G. McAnally, "Handheld hyperspectral imager for standoff detection of chemical and biological aerosols," Proc. SPIE 5268, 67-78 (2003).
7. J. Mooney, V. Vickers, M. An, and A. Brodzik, "High-throughput hyperspectral infrared camera," J. Opt. Soc. Am. A 14, 2951-2961 (1997).
8. M. Descour, C. Volin, E. Dereniak, T. Gleeson, M. Hopkins, D. Wilson, and P. Maker, "Demonstration of a computed-tomography imaging spectrometer using a computer-generated hologram disperser," Appl. Opt. 36, 3694-3698 (1997).
9. M. E. Gehm and D. J. Brady, "High-throughput hyperspectral microscopy," Proc. SPIE 6090, 13-21 (2006).
10. M. Gehm, S. McCain, N. Pitsianis, D. Brady, P. Potuluri, and M. Sullivan, "Static two-dimensional aperture coding for multimodal, multiplex spectroscopy," Appl. Opt. 45, 2965-2974 (2006).
11. S. McCain, M. Gehm, Y. Wang, N. Pitsianis, and D. Brady, "Coded Aperture Raman Spectroscopy for Quantitative Measurements of Ethanol in a Tissue Phantom," Appl. Spectrosc. 60, 663-671 (2006).
12. E. Cull, M. Gehm, D. Brady, C. Hsieh, O. Momtahan, and A. Adibi, "Dispersion multiplexing with broadband filtering for miniature spectrometers," Appl. Opt. 46, 365-374 (2007).
13. C. Fernandez, B. Guenther, M. Gehm, D. Brady, and M. Sullivan, "Longwave infrared (LWIR) coded aperture dispersive spectrometer," Opt. Express 15, 5742-5753 (2007).
14. M. E. Gehm, D. J. Brady, N. Pitsianis, and X. Sun, "Compressive sampling strategies for integrated microspectroineters," in Proc. SPIE, R. A. Athale and J. C. Zolper, eds., vol. 6232 (SPIE, 2006).
15. D. J. Brady and M. E. Gehm, "Compressive imaging spectrometers using coded apertures," in Proc. SPIE, Z. ur Rahman, S. E. Reichenbach, and M. A. Neifeld, eds., vol. 6246 (SPIE, 2006).
16. R. M. Willet, M. E. Gehm, and D. J. Brady, "Multiscale reconstruction for computational spectral imaging," in Proc. SPIE, I. P. Charles A. Bouman, Eric L. Miller, ed., vol. 6498 (SPIE-IS and Electronic Imaging, 2007).
17. E. Candès, J. Romberg, and T. Tao, "Robust Uncertainty Principles: Exact Signal Reconstruction, from. Highly Incomplete Frequency Information," IEEE Trans. Inf. Theory 52, 489-509 (2006).
18. E. Candés and T. Tao, "Near Optimal Signal Recovery From Random. Projections: Universal Encoding Strategies," (2006). To be published in IEEE Trans. Inf. Theory. http://www.acm.caltech.edu/emmanuel/ papers/OptimalRecovery.pdf.
19. D. Donoho, "Compressed Sensing," IEEE Trans. Inf. Theory 52, 1289-1306 (2006).
20. M. Harwit and N. Sloane, Hadamard Transform Optics (Academic Press, New York, 1979).
21. E. Candès, J. Romberg, and T. Tao, "Stable Signal Recovery from Incomplete and Inaccurate Measurements," Commun. Pure Appl. Math. 59, 1207-1223 (2006).
22. J. Haupt and R. Nowak, "Signal. Reconstruction from Noisy Random. Projections," (2006). To be published in IEEE Trans. Inf. Theory. http://www.ece.wisc.edu/ nowak/infth.pdf.
23. W. Richardson, "Bayesian-based iterative method of image restoration," J. Opt. Soc. of Am. 62, 55-59 (1972).
24. L. B. Lucy, "An iterative technique for the rectification of observed distributions," Astron. J. 79, 745-754 (1974).
25. R. Nowak and E. Kolaczyk, "A Multiscale Statistical Framework for Poisson Inverse Problems," IEEE Trans. Inf. Theory 46, 1811-1825 (2000).
26. R. Willett, "Multiscale intensity estimation for marked Poisson processes," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2007).
27. E. Kolaczyk and R. Nowak, "Multiscale Likelihood Analysis and Complexity Penalized Estimation," Annals of Stat. 32, 500-527 (2004).
28. R. Willett and R. Nowak, "Fast Multiresolution Photon-Limited Image Reconstruction," in Proc. IEEE Int. Sym. Biomedical Imaging - ISBI '04 (15-18 April, Arlington, VA, USA, 2004).
29. M. Lang, H. Guo, J. E. Odegard, C. S. Burras, and R. O. Wells, "Noise reduction using an undecimated discrete wavelet transform," IEEE Signal Processing Lett. 3, 10-12 (1996).