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Fast Segmentation of Solar Extreme Ultraviolet Images

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Abstract

A segmentation scheme for identifying large-scale structures (coronal holes, active regions, etc.) in solar extreme ultraviolet images, is presented. Unlike standard approaches, both the image intensity and the relative contribution of different wavelengths are used. Spectral information is important for compensating luminosity changes. The approach is illustrated with images taken in the extreme ultraviolet by the EIT telescope onboard SOHO. This supervised segmentation scheme, which incorporates a Bayesian classifier, is computationally simple, and can easily be used to track in near-real time structures, such as coronal holes.

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References

  • Barra, V., Delouille, V., Hochedez, J.-F., and Chainais, P.: 2005, in S. Poedts, A. De Groof, and J. Andries (eds.), Proc. 11th European Solar Physics Meeting, SP-596, ESA, Noordwijk, p. 77.

    Google Scholar 

  • Berrilli, F., Del Moro, A., Florio, A., and Santillo, L.: 2005, Solar Phys. 228, 81.

    Article  ADS  Google Scholar 

  • Bratsolis, E. and Sigelle, M.: 1998, Astron. Astroph. Suppl. 131, 371.

    Article  ADS  Google Scholar 

  • Campbell, J.B.: 2002, Introduction to Remote Sensing, The Guilford Press, New York.

    Google Scholar 

  • Chatfield, C. and Collins, A.J.: 1995, Introduction to Multivariate Analysis, Chapman and Hall, London.

    Google Scholar 

  • Cheng, H.D., Jiang, X.H., Sun, Y., and Wang, J.L.: 2001, Pattern Recognition 34, 2259.

    Article  Google Scholar 

  • Delaboudinière, J.-P., et al.: 1995, Solar Phys. 162, 291.

    Article  ADS  Google Scholar 

  • Dudok de Wit, T. and Auchère, F.: 2006, Astron. Astroph., submitted.

  • Foullon, C. and Verwichte, E.: 2006, Solar Phys. 234, 135.

    Article  ADS  Google Scholar 

  • Fuller, N., Aboudarham, J., and Bentley, R.D.: 2005, Solar Phys. 227, 61.

    Article  ADS  Google Scholar 

  • Golub, G.H. and Van Loan, C.F.: 1989, Matrix Computations, The Johns Hopkins University Press, Baltimore.

    MATH  Google Scholar 

  • Hill, M., Castelli, V., Chung-Sheng, L., Yuan-Chi, C., Bergman, L., Smith, J.R., and Thompson, B.: 2001, in J. Goutsias, L. Vincent, and D. Bloomberg (eds.), Proc. Int. Conf. Image Processing, Thessaloniki, 1, 834.

  • Moses, J.D., et al.: 1997, Solar Phys. 175, 571.

    Article  ADS  Google Scholar 

  • Pettauer, T. and Brandt, P.N.: 1997, Solar Phys. 175, 197.

    Article  ADS  Google Scholar 

  • Podladchikova, O. and Berghmans, D.: 2005, Solar Phys. 228, 265.

    Article  ADS  Google Scholar 

  • Portier-Fozzani, F., Vandame, B., Bijaoui, A., Maucherat, A.J., and EIT Team: 2001, Solar Phys. 201, 271.

    Article  ADS  Google Scholar 

  • Preminger, D.G., Walton, S.R., and Chapman, G.A.: 2001, Solar Phys. 202, 53.

    Article  ADS  Google Scholar 

  • Sonka, M., Hlavac, V., and Boyle, R.: 1998, Image Processing, Analysis and Machine Vision, PWS Publishing, New York.

    Google Scholar 

  • Starck, J.-L. and Murtagh, F.: 2002, Astronomical Image and Data Analysis, Springer, Berlin.

    Google Scholar 

  • Steinegger, M., Bonet, J.A., and Vazquez, M.: 1997, Solar Phys. 171, 303.

    Article  ADS  Google Scholar 

  • Turmon, M., Pap, J.M., and Mukhtar, S.: 2002, Astroph. J. 568, 396.

    Article  ADS  Google Scholar 

  • Veronig, A., Steinegger, M., Otruba, A., Hanslmeier, A., Messerotti, M., Temmer, M., Gonzi, S., and Brunner, G.: 2001, Hvar Obs. Bull. 24, 195.

    ADS  Google Scholar 

  • Veselovsky, I.S., Zhukov, A.N., Dmitriev, A.V., Tarsina, M.V., Clette, F., Cugnon, P., and Hochedez, J.-F.: 2001, Solar Phys. 201, 27.

    Article  ADS  Google Scholar 

  • Warren, H.P.: 2005, Astroph. J. Supp. Ser. 157, 147.

    Article  ADS  Google Scholar 

  • Zharkova, V., Ipson, S., Benkhalil, A., and Zharkov, S.: 2005, Artificial Intelligence Rev. 23, 209.

    Article  Google Scholar 

  • Zharkova, V. and Schetinin, V.: 2005, Solar Phys. 228, 137.

    Article  ADS  Google Scholar 

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Correspondence to T. Dudok De Wit.

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De Wit, T.D. Fast Segmentation of Solar Extreme Ultraviolet Images. Sol Phys 239, 519–530 (2006). https://doi.org/10.1007/s11207-006-0140-3

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  • DOI: https://doi.org/10.1007/s11207-006-0140-3

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