Journal of Radio Electronics. eISSN 1684-1719. 2024. №11

Contents

Full text in Russian (pdf)

Russian page

 

 

DOI: https://doi.org/10.30898/1684-1719.2024.11.4

 

 

 

testing of the effectiveness of methods

for combating spectral-local interference

 

A.V. Kokoshkin

 

Kotelnikov IRE RAS, Fryazino branch

141120, Russia, Fryazino, Vvedenskogo sq., 1

 

The paper was received October 25, 2024.

 

Abstract. In the proposed work, as applied to remote sensing tasks, the methods of digital image processing capable of automatically eliminating spectral-local interference are analyzed. The following are used: the method of renormalization with limitation, the method of reference image and, recently proposed, a modification of the Wiener filter based on the method of reference image. Using the defocusing procedure, with subsequent imposition of spectral-local interference and additional noise, the similarity of a distorted radio image is modeled. The efficiency of image restoration methods is compared both by expert assessments and by objective criteria (metrics) of quality.

Key words: remote sensing, image processing, Wiener filter, reference image method, spectral-local interference, modification of the Wiener filter based on the reference image method.

Financing: The work was carried out within the framework of the state task of the Kotelnikov Institute of Radioengineering and Electronics (IRE) of Russian Academy of Sciences.

Corresponding author: Kokoshkin Alexander Vladimirovich, shvarts65@mail.ru

 

References

1. Gonzalez R.C., Woods R.E., Digital Image Processing. NJ. Prentice Hall, International Version 3rd Edition. 2012. 1071p.

2. Tikhonov A. N., Arsenin V. Y. Methods of Solution of ill-posed Problems (In Russian). – 1979.

3. Zrazhevsky A.Yu. et al. Improvement Quality of Radio Images // Nelineynyy mir (Nonlinear world) – 2010. – №. 9. – P. 582-590. (In Russian)

4. Gulyaev Yu. V. et al. Correction of the spacial spectrum distorted by the optical system using the reference image method. Part 1. Classical reference image method. // Journal of Radio Electronics. – 2013. – №. 12. URL: http://jre.cplire.ru/jre/dec13/1/text.html (In Russian)

5. Gulyaev Yu. V. et al. Correction of the spacial spectrum distorted by the optical system using the reference image method. Part 2. Adaptive reference image method. // Journal of Radio Electronics. – 2013. – №. 12. URL: http://jre.cplire.ru/jre/dec13/2/text.html (In Russian)

6. Gulyaev Yu. V. et al. Correction of the spacial spectrum distorted by the optical system using the reference image method. Part 3. General-purpose reference spectrum. // Journal of Radio Electronics. – 2013. – №. 12. URL: http://jre.cplire.ru/jre/dec13/3/text.html (In Russian)

7. Kokoshkin A.V. et al. Using the method of renormalization limited to restore the distorted image in the presence of interference and noise with unknown parameters. // Journal of Radio Electronics. 2015. №. 7. URL: http://jre.cplire.ru/jre/jul15/4/text.html (In Russian)

8. Kokoshkin A.V., Novichikhin E.P. Modification of the Wiener filter based on the reference image method. // Journal of Radio Electronics. – 2024. – №. 11. https://doi.org/10.30898/1684-1719.2024.11.10 (In Russian)

9. Kokoshkin A.V. et al. Comparison of objective methods of assessing quality of digital images. // Journal of Radio Electronics. 2015. №. 6. URL: http://jre.cplire.ru/jre/jun15/15/text.html (In Russian)

10. Kokoshkin A.V. Estimation of spectral similarity of digital images. // Journal of Radio Electronics. 2020. – №. 8. https://doi.org/10.30898/1684-1719.2020.8.4 (In Russian)

11. Kokoshkin A.V. Sparse Image Interpolation Methods Working in the Frequency Domain. // Journal of Radio Electronics. – 2023. – №. 3. https://doi.org/10.30898/1684-1719.2023.3.10 (In Russian)

12. Kokoshkin A.V., Novichikhin E.P. Evaluation of images quality obtained by remote sensing. //RENSIT: Radioelectronics. Nanosystems. Information Technology. – 2023. – V. 15. №. 3. P. 327-334. https://doi.org/10.17725/rensit.2023.15.327

 

For citation:

Kokoshkin A.V. Testing of the effectiveness of methods for combating spectral-local interference. // Journal of Radio Electronics. – 2024. – №. 11. https://doi.org/10.30898/1684-1719.2024.11.4 (In Russian)