Computational Imaging Group

Selected publications in blind noise parameter estimation

  1. Abramov, S.K., Uss, M.L., Abramova, V.V., Lukin, V.V., Vozel, B. & Chehdi, K. On noise properties in hyperspectral images. In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, pages 3501-3504, 2015.

  2. Abramov, S., Abramova, V., Lukin, V., Ponomarenko, N., Vozel, B., Chehdi, K., Egiazarian, K. & Astola, J. Methods for Blind Estimation of Speckle Variance in SAR Images: Simulation Results and Verification for Real-Life Data. , 2014. (paper)

  3. Uss, M.L., Vozel, B., Lukin, V.V. & Chehdi, K. Image informative maps for component-wise estimating parameters of signal-dependent noise. Journal of Electronic Imaging, 22(1):013019-013019, International Society for Optics and Photonics, 2013. (Open Access)

  4. Abramov, S., Abramova, V., Uss, M., Lukin, V., Vozel, B. & Chehdi, K. Blind estimation of signal-dependent noise parameters for color image database. In Visual Information Processing (EUVIP), 2013 4th European Workshop on, pages 82-87, 2013. (paper)

  5. Kurkin, D., Lukin, V., Abramova, V., Abramov, S., Vozel, B. & Chehdi, K. Image DCT coefficient statistics and their use in blind noise variance estimation. In Mathematical Methods in Electromagnetic Theory (MMET), 2012 International Conference on, pages 316-319, 2012. (paper)

  6. Abramov, S., Abramova, V., Lukin, V. & Egiazarian, K. Robust local scale estimators for blind evaluation of noise variance in images. In Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on, pages 1-4, 2012. (paper)

  7. Abramov, S., Vozel, B., Astola, J., Chehdi, K., Zabrodina, V. & Lukin, V. Methods for blind estimation of the variance of mixed noise and their performance analysis. INTECH Open Access Publisher, 2011. (paper)

  8. Uss, M.L., Vozel, B., Lukin, V.V. & Chehdi, K. Local signal-dependent noise variance estimation from hyperspectral textural images. IEEE Journal of Selected Topics in Signal Processing, 5(3):469-486, IEEE, 2011.

  9. Lukin, V., Abramov, S., Popov, A., Eltsov, P.Y., Vozel, B. & Chehdi, K. A method for automatic blind estimation of additive noise variance in digital images. Telecommunications and Radio Engineering, 69(19), Begel House Inc., 2010.

  10. Abramov, S., Zabrodina, V., Lukin, V., Vozel, B., Chehdi, K. & Astola, J. Improved method for blind estimation of the variance of mixed noise using weighted LMS line fitting algorithm. In Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on, pages 2642-2645, 2010. (paper)

  11. Ponomarenko, N.N., Lukin, V.V., Egiazarian, K.O. & Astola, J.T. A method for blind estimation of spatially correlated noise characteristics. In IS\&T/SPIE Electronic Imaging, pages 753208-753208, 2010. (powerpoint presentation) (paper)

  12. Vozel, B., Abramov, S., Chehdi, K., Lukin, V., Ponomarenko, N., Uss, M. & Astola, J. Blind methods for noise evaluation in multi-component images. Book chapter in Multivariate Image Processing, France, pages 261-299, 2009.

  13. Abramov, S.K., Lukin, V.V., Vozel, B., Chehdi, K. & Astola, J. Segmentation-based method for blind evaluation of noise variance in images. Journal of Applied Remote Sensing, 2(1):023533-023533, International Society for Optics and Photonics, 2008. (open access paper)

  14. Lukin, V.V., Abramov, S.K., Zelensky, A.A., Astola, J.T., Vozel, B. & Chehdi, K. Improved minimal inter-quantile distance method for blind estimation of noise variance in images. In Remote Sensing, pages 67481I-67481I, 2007.

  15. Abramov, S., Ponomarenko, N., Vozel, B. & Chehdi, K. Methods for blind evaluation of noise variance in multichannel optical and radar images. Telecommunications and Radio Engineering, 65(6-10), Begel House Inc., 2006.

  16. Ponomarenko, N.N., Lukin, V.V., Abramov, S.K., Egiazarian, K.O. & Astola, J.T. Blind evaluation of additive noise variance in textured images by nonlinear processing of block DCT coefficients. In Electronic Imaging 2003, pages 178-189, 2003.

  17. Abramov, S., Lukin, V.V., Zelensky, A.A. & Astola, J.T. Blind evaluation of noise variance in images using myriad operation. In Electronic Imaging 2002, pages 192-203, 2002.