OSA's Digital Library

Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 20, Iss. 7 — Mar. 26, 2012
  • pp: 7173–7183

Hybrid-resolution multispectral imaging using color filter array

Yuri Murakami, Masahiro Yamaguchi, and Nagaaki Ohyama  »View Author Affiliations


Optics Express, Vol. 20, Issue 7, pp. 7173-7183 (2012)
http://dx.doi.org/10.1364/OE.20.007173


View Full Text Article

Enhanced HTML    Acrobat PDF (3868 KB)





Browse Journals / Lookup Meetings

Browse by Journal and Year


   


Lookup Conference Papers

Close Browse Journals / Lookup Meetings

Article Tools

Share
Citations

Abstract

Hybrid-resolution multispectral imaging is a framework to acquire multispectral images through a reconstruction procedure using two types of measurement data with different spatial and spectral resolutions. In this paper, we propose a new method for such a framework on the basis of a full-resolution RGB image and the data obtained from an image sensor with a multispectral filter array (MSFA). In the proposed method, a small region of each image band is reconstructed as a linear combination of RGB images, where the weighting coefficients are determined using MSFA data. The effectiveness of the proposed approach is shown by simulations using spectral images of natural scenes.

© 2012 OSA

OCIS Codes
(100.3010) Image processing : Image reconstruction techniques
(100.3190) Image processing : Inverse problems
(300.6550) Spectroscopy : Spectroscopy, visible
(110.1758) Imaging systems : Computational imaging
(110.4234) Imaging systems : Multispectral and hyperspectral imaging

ToC Category:
Image Processing

History
Original Manuscript: January 3, 2012
Revised Manuscript: February 22, 2012
Manuscript Accepted: March 6, 2012
Published: March 14, 2012

Citation
Yuri Murakami, Masahiro Yamaguchi, and Nagaaki Ohyama, "Hybrid-resolution multispectral imaging using color filter array," Opt. Express 20, 7173-7183 (2012)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-20-7-7173


Sort:  Author  |  Year  |  Journal  |  Reset  

References

  1. M. Hauta-Kasari, K. Miyazawa, S. Toyooka, and J. Parkkinen, “Spectral vision system for measuring color images,” J. Opt. Soc. Am.16(10), 2352–2362 (1999). [CrossRef]
  2. B. Hill, “Color capture, color management and the problem of metamerism,” Proc. SPIE3963, 3–14 (2000).
  3. H. Haneishi, T. Hasegawa, A. Hosoi, Y. Yokoyama, N. Tsumura, and Y. Miyake, “System design for accurately estimating the spectral reflectance of art paintings,” Appl. Opt.39(35), 6621–6632 (2000). [CrossRef] [PubMed]
  4. J. Y. Hardeberg, F. Schmitt, and H. Brettel, “Multispectral color image capture using a liquid crystal tunable filter,” Opt. Eng.41(10), 2532–2548 (2002). [CrossRef]
  5. M. Yamaguchi, H. Hideaki, and N. Ohyama, “Beyond red-green-blue (RGB): spectrum-based color imaging technology,” J. Imaging Sci. Technol.52(1), 010201 (2008). [CrossRef]
  6. L. Gao, R. T. Kester, N. Hagen, and T. S. Tkaczyk, “Snapshot image mapping spectrometer (IMS) with high sampling density for hyperspectral microscopy,” Opt. Express18(14), 14330–14344 (2010). [CrossRef] [PubMed]
  7. R. Shrestha, J. Y. Hardeberg, and R. Khan, “Spatial arrangement of color filter array for multispectral image acquisition,” Proc. SPIE7875, 787503, 787503-9 (2011). [CrossRef]
  8. J. Brauers and T. Aach, “A color filter array based multispectral camera,” presented at the 12. Workshop Farbbildverarbeitung, Ilmenau, Germany, 5–6 Oct. 2006.
  9. Y. Monno, M. Tanaka, and O. Masatoshi, “Multispectral demosaicking using adaptive kernel upsampling,” in Proceedings of 18th IEEE International Conference on Image Processing (Institute of Electrical and Electronics Engineers, 2011), 3218–3221.
  10. F. H. Imai and R. S. Berns, “High-resolution multi-spectral image archives: A hybrid approach,” in Proceedings of 6th Color Imaging Conference, (Society for Imaging Science and Technology, 1998), 224–227.
  11. Y. Murakami, K. Ietomi, M. Yamaguchi, and N. Ohyama, “MAP estimation of spectral reflectance from color image and multipoint spectral measurements,” Appl. Opt.46(28), 7068–7082 (2007). [CrossRef] [PubMed]
  12. Y. Murakami, M. Yamaguchi, and N. Ohyama, “Piecewise Wiener estimation for reconstruction of spectral reflectance image by multipoint spectral measurements,” Appl. Opt.48(11), 2188–2202 (2009). [CrossRef] [PubMed]
  13. O. Kohonen, “Multiresolution-based pansharpening in spectral color images,” in Proceedings of 5th European Conference on Colour in Graphics, Imaging, and Vision, (Society for Imaging Science and Technology, 2010), 535–540.
  14. Y. Murakami, M. Yamaguchi, and N. Ohyama, “Class-based spectral reconstruction based on unmixing of low-resolution spectral information,” J. Opt. Soc. Am. A.28(7), 1470–1481 (2011). [CrossRef]
  15. R. Kawakami, J. Wright, Y. Tai, Y. Matsushita, M. Ben-Ezra, and K. Ikeuchi, “High-resolution hyperspectral imaging via matrix factorization,” in Proceedings of 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (Institute of Electrical and Electronics Engineers, 2011), 2329–2336.
  16. D. H. Foster, S. M. C. Nascimento, and K. Amano, “Information limits on neural identification of colored surfaces in natural scenes,” Vis. Neurosci.21(3), 331–336 (2004). [CrossRef] [PubMed]
  17. W. K. Pratt and C. E. Mancill, “Spectral estimation techniques for the spectral calibration of a color image scanner,” Appl. Opt.15(1), 73–75 (1976). [CrossRef] [PubMed]

Cited By

Alert me when this paper is cited

OSA is able to provide readers links to articles that cite this paper by participating in CrossRef's Cited-By Linking service. CrossRef includes content from more than 3000 publishers and societies. In addition to listing OSA journal articles that cite this paper, citing articles from other participating publishers will also be listed.


« Previous Article  |  Next Article »

OSA is a member of CrossRef.

CrossCheck Deposited