Skip to main content
Log in

Applied mathematics

The statistics of style

  • News & Views
  • Published:

From Nature

View current issue Submit your manuscript

A mathematical method has been developed that distinguishes between the paintings of Pieter Bruegel the Elder and those of his imitators. But can the approach be used to spot imitations of works by any artist?

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1: Sparse-coding analysis of artistic style.

References

  1. Hughes, J. M., Graham, D. J. & Rockmore, D. N. Proc. Natl Acad. Sci. USA 107, 1279–1283 (2010).

    Article  ADS  CAS  Google Scholar 

  2. Field, D. J. J. Opt. Soc. Am. A 4, 2379–2394 (1987).

    Article  ADS  CAS  Google Scholar 

  3. Ruderman, D. L. Network Comput. Neural Syst. 5, 517–548 (1994).

    Article  Google Scholar 

  4. Geisler, W. S. Annu. Rev. Psychol. 59, 167–192 (2008).

    Article  Google Scholar 

  5. Hyvärinen, A., Hurri, J. & Hoyer, P. O. Natural Image Statistics: A Probabilistic Approach to Early Computational Vision (Springer, 2009).

    Book  Google Scholar 

  6. Taylor, R. P., Micolich, A. P. & Jonas, D. Nature 399, 422 (1999).

    Article  ADS  CAS  Google Scholar 

  7. Lyu, S., Rockmore, D. & Farid, H. Proc. Natl Acad. Sci. USA 101, 17006–17010 (2004).

    Article  ADS  CAS  Google Scholar 

  8. Olshausen, B. A. & Field, D. J. Curr. Opin. Neurobiol. 14, 481–487 (2004).

    Article  CAS  Google Scholar 

  9. Karklin, Y. & Lewicki, M. S. Nature 457, 83–86 (2009).

    Article  ADS  CAS  Google Scholar 

  10. Cadieu, C. F. & Olshausen, B. A. Adv. Neural Inf. Process. Syst. 21, 209–216 (2009).

    Google Scholar 

  11. Portilla, J. & Simoncelli, E. P. Int. J. Computer Vision 40, 49–71 (2000).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Olshausen, B., DeWeese, M. The statistics of style. Nature 463, 1027–1028 (2010). https://doi.org/10.1038/4631027a

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/4631027a

  • Springer Nature Limited

This article is cited by

Navigation