CONTENTS Image Processing and Earth Remote Sensing 1. Superpixel-Based filtering for image noise reduction Anna Egorova 2. Assessment of camera orientation in Manhattan scenes using information from optical and inertial sensors Evgeny Myasnikov 3. Iris segmentation in an image using U-Net convolutional neural network architecture Yulia Ganeeva, Evgeny Myasnikov 4. Adaptation of parameterized interpolation algorithms of multidimensional signals for hierarchical and interpolation compression methods Mikhail Gashnikov 5. Differential method of multidimensional signals compression based on the adapted parameterized interpolation algorithm Aleksey Maksimov, Mikhail Gashnikov 6. Efficiency of stochastic gradient Identification of similar shape objects in binary and grayscale images Radik Magdeev, Aleksander Tashlinsky, Galina Safina 7. Algorithm for optimizing quantization scales by an arbitrary quality measure Nikolay Glumov, Mikhail Gashnikov

Abstract

8. Hyperspectral data dimensionality reduction using nonlinear autoencoders Evgeny Myasnikov 9. Convolutional neural network for detection of pathological changes in MR images of the brain Yulia Agafonova, Andrey Gaidel, Pavel Zelter, Aleksandr Kapishnikov 10. Pine crown density determination using local binary patterns Alexey Pyataev, Anna Pyataeva, Ruslan Brezhnev 11. Monitoring of the recreation effects on land cover with the use of an unmanned aerial vehicle on the example of the Strelnaya Mountain in Samara Region Olga Belova, Anna Denisova, Natalya Vlasova, Lyudmila Kavelenova, Evgeny Korchikov, Victor Fedoseev, Tatyana Chap 13. Assessment of post-fire vegetation state dynamics in Ivan-Arakhley natural Park (Zabaikalsky Krai) using radar Sentinel 1 and optical Sentinel 2 data Natalia Rodionova, Irina Vakhnina, Tatiana Zhelibo 14. Detection and age estimation of burned areas of natural grassy communities in the Samara region using Sentinel-2 data Alina Bavrina, Lyudmila Kavelenova, Oksana Kuzovenko, Natalya Prokhorova 15. Ways to increase the probability of correct recognition of noisy speech commands by their cross-correlation portraits Ekaterina Galitskaya, Viktor Krasheninnikov 16. The use of remote sensing data for estimation of the anthropogenic load on the coastal areas of the Crimea in 2017-2019 Tatiana Shul'ga, Liudmila Verzhevskaia, Alesya Medvedeva 17. Automatic recognition of the number of channels in unidentified multispectral data Nina Vinogradova, Andrey Sosnovsky, Natalya Sevastianova

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10-13 14-19 33-36 37-40 41-43 44-49 50-53 54-59 60-65 66-69 70-73 74-77 18. Analysis of the accuracy of determining the vegetation edges according to the Landsat remote sensing data over the territory of the Sverdlovsk Region Nina Vinogradova, Andrey Sosnovsky, Stepan Yegorov 19. Splicing detection based on improved FISH descriptors Andrey Kuznetsov, Artem Lanin 20. The effect of image pre-processing on objects adaptive stochastic identification efficiency Radik Magdeev, Marat Suetin, Aleksander Tashlinsky 21. Modeling and processing of SAR images Nikita Andriyanov, Danila Andriyanov 22. Iterative algorithm of optical triangulation sensors signals superposition for measuring solid deformation Rinat Diyazitdinov 23. Global image analysis: detection and recognition of basic informative elements of road scenes Konstantin Kiy, Roman Dosaev 24. Image segmentation based on RGBD data Elena Medvedeva, Elisaveta Varco 25. Increasing the distinctiveness of forest species composition by satellite images Sergey Zraenko 26. Detecting the boundaries of hyperspectral image objects as a special analysis tool Tamara Utesheva, Konstantin Puhky, Vadim Turlapov 27. A dataset for determining user preferences of users on personal vehicles Aleksandr Borodinov, Vladislav Myasnikov, Alexander Yumaganov 28. A compact acousto-optical module for hyperspectral imaging systems Milana Sharikova, Vladislav Batshev, Аlexey Kozlov, Sergey Boritko, Vitold Pozhar, Anton Karandin 29. Restoring the height of the terrain taking into account the statistical relationship of the interferometric pair of radar images Oleg Goryachkin, Ivan Maslov 30. Information system for segmentation of nanoparticles in STM-images Stanislav Egorov, Igor Arhipov, Tatyana Shelkovnikova 31. Scene-based non-uniformity fixed pattern noise correction algorithm for infrared video sequences Igor Kudinov, Ivan Kholopov 32. A comparative study of restoration techniques for images defined by chaotically scattered point set Yuliya Vybornova, Aleksey Maksimov 33. Deformation field estimate for image sequence by applying stochastic adaptation in the block method Roman Kovalenko, Pavel Smirnov, Radik Ibragimov, Alexander Tashlinskiy 34. Landmine detection and minefield mapping with the help of multi-angle long-wave infrared hyperspectral data fused with the 3D terrain reconstruction Arsenii Golovin, Evgenii Sechak, Anatolii Demin 35. Research of Lossy image compression algorithm based on fractal discrete cosine transform Vladislav Butorov, Marina Chicheva 36. Semi-fragile watermarking for HGI image compression Alina Bavrina, Victor Fedoseev 37. GPU implementation of the stochastic on-time arrival routing algorithm Anton Agafonov, Aleksey Maksimov, Alexander Borodinov 81-84 85-88 93-99 100-104 105-108 109-112 113-117 118-121 122-125 126-129 130-134 135-140 141-144 145-148 149-152 153-156 168-171

References