Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Structured illumination microscopy using unknown speckle patterns

Abstract

Using spatially non-uniform illumination significantly improves the resolution of light microscopy1. Indeed, frequency mixing between the object and the illumination permits the recovery of object frequencies beyond the diffraction-limited detection band pass2,3,4,5. However, the image reconstruction process requires a precise knowledge of the illumination patterns (usually focused or periodic) and therefore sophisticated stable mountings6,7. Here, we show, both theoretically and experimentally, that image reconstruction can be performed without knowing the illumination patterns, provided that their average is roughly homogeneous over the sample. Using blind structured illumination microscopy (blind-SIM), a resolution about two times better than that of conventional wide-field microscopy is obtained by simply illuminating the sample with several uncontrolled random speckles. Our approach is insensitive to specimen or aberration-induced illumination deformations, does not require any calibration step or stringent control of the illumination, and dramatically simplifies the experimental set-up.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Illustration of the different steps of a simulated speckle blind-SIM experiment.
Figure 2: Numerical study of the resolution of the reconstructed sample using speckle blind-SIM versus the excitation pattern spectrum.
Figure 3: Experimental periodical SIM data processed by blind-SIM.
Figure 4: Experimental speckle data processed by blind-SIM.

Similar content being viewed by others

References

  1. Heintzmann, R. & Gustafsson, M. G. L. Subdiffraction resolution in continuous samples. Nature Photon. 3, 362–364 (2009).

    Article  ADS  Google Scholar 

  2. Gustafsson, M. Surpassing the lateral resolution limit by a factor of two using structured illumination microscopy. J. Microsc. 198, 82–87 (2000).

    Article  Google Scholar 

  3. Heintzmann, R. & Cremer, C. Laterally modulated excitation microscopy: improvement of resolution by using a diffraction grating. Proc. SPIE, Optical Biopsies and Microscopic Techniques III 3568, 185–196 (1999).

    Article  ADS  Google Scholar 

  4. Lauer, V. New approach to optical diffraction tomography yielding a vector equation of diffraction tomography and a novel tomographic microscope. J. Microsc. 205, 165–176 (2002).

    Article  MathSciNet  Google Scholar 

  5. Choi, W. et al. Tomographic phase microscopy. Nature Meth. 4, 717–719 (2007).

    Article  Google Scholar 

  6. Wilson, T. Confocal Microscopy (Academic Press, 1990).

  7. Kner, P., Chhun, B. B., Griffis, E. R., Winoto, L. & Gustafsson, M. G. L. Super-resolution video microscopy of live cells by structured illumination. Nature Meth. 6, 339–342 (2009).

    Article  Google Scholar 

  8. Lukosz, W. Optical systems with resolving powers exceeding the classical limit. J. Opt. Soc. Am. 56, 1463–1471 (1966).

    Article  ADS  Google Scholar 

  9. Gur, A., Fixler, D., Micó, V., Garcia, J. & Zalevsky, Z. Linear optics based nanoscopy. Opt. Express 18, 22222–22231 (2010).

    Article  ADS  Google Scholar 

  10. Sentenac, A., Belkebir, K., Giovannini, H. & Chaumet, P. C. Subdiffraction resolution in total internal reflection fluorescence microscopy with a grating substrate. Opt. Lett. 33, 255–257 (2008).

    Article  ADS  Google Scholar 

  11. Maire, G. et al. Experimental demonstration of quantitative imaging beyond Abbé's limit with optical diffraction tomography. Phys. Rev. Lett. 102, 213905 (2009).

    Article  ADS  Google Scholar 

  12. García, J., Zalevsky, Z. & Fixler, D. Synthetic aperture superresolution by speckle pattern projection. Opt. Express 13, 6073–6078 (2005).

    Article  ADS  Google Scholar 

  13. Sylman, D., Micó, V., García, J. & Zalevsky, Z. Random angular coding for superresolved imaging. Appl. Opt. 49, 4874–4882 (2010).

    Article  ADS  Google Scholar 

  14. Park, Y. et al. Speckle-field digital holographic microscopy. Opt. Express 17, 12285–12292 (2009).

    Article  ADS  Google Scholar 

  15. Sheppard, C. Super-resolution in confocal imaging. Optik 80, 53–54 (1988).

    Google Scholar 

  16. Müller, C. B. & Enderlein, J. Image scanning microscopy. Phys. Rev. Lett. 104, 198101 (2010).

    Article  ADS  Google Scholar 

  17. Ventalon, C. & Mertz, J. Quasi-confocal fluorescence sectioning with dynamic speckle illumination. Opt. Lett. 30, 3350–3352 (2005).

    Article  ADS  Google Scholar 

  18. Heintzmann, R., Jovin, T. M. & Cremer, C. Saturated patterned excitation microscopy—a concept for optical resolution improvement. J. Opt. Soc. Am. A 19, 1599–1609 (2002).

    Article  ADS  Google Scholar 

  19. Gustafsson, M. Nonlinear structured-illumination microscopy: wide-field fluorescence imaging with theoretically unlimited resolution. Proc. Natl Acad. Sci. USA 102, 13081–13086 (2005).

    Article  ADS  Google Scholar 

  20. Hell, S. W. & Wichmann, J. Breaking the diffraction resolution limit by stimulated emission: stimulated-emission-depletion fluorescence microscopy. Opt. Lett. 19, 780–782 (1994).

    Article  ADS  Google Scholar 

Download references

Acknowledgements

The authors thank R. Heintzmann for a very nice suggestion concerning the blind-SIM algorithm. The authors also thank the anonymous referees for their constructive and stimulating remarks. This work was funded by the French Agence National de la Recherche (contract no. ANR-08-NANO-P053-36).

Author information

Authors and Affiliations

Authors

Contributions

E.M., K.B., J.G. and A.S. conceived the blind-SIM approach and wrote the manuscript. E.M. and K.B. wrote the code and ran the model. J.G. performed the experiments and pre-processed the data. J.S. and C.N. prepared the samples. E.Le.M. and M.A. provided technical support and A.S. supervised the project.

Corresponding author

Correspondence to A. Sentenac.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary information

Supplementary information (PDF 1617 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Mudry, E., Belkebir, K., Girard, J. et al. Structured illumination microscopy using unknown speckle patterns. Nature Photon 6, 312–315 (2012). https://doi.org/10.1038/nphoton.2012.83

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nphoton.2012.83

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing