| Vol-2665 urn:nbn:de:0074-2665-1 Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ITNT 2020. IPERS
Information Technology and Nanotechnology 2020. Image Processing and Earth Remote Sensing

### Proceedings of the VI International conference Information Technology and Nanotechnology. Session Image Processing and Earth Remote Sensing

### Samara, Russia, May 26-29, 2020.

Edited by

### Vladislav Myasnikov *
Vladislav Sergeyev **
Victor Fedoseev **
Yuliya Vybornova **
Denis Kudryashov *

* Image Processing Systems Institute - Branch of the Federal Scientific Research Centre "Crystallography and Photonics", Russian Academy of Sciences, Samara, Russia
**Samara National Research University, Samara, Russia

## Table of Contents

- Preface
- Contents

### Image Processing and Earth Remote Sensing

- Superpixel-Based filtering for image noise reduction 1-4
  Anna Egorova
- Assessment of camera orientation in Manhattan scenes using information from optical and inertial sensors 5-9
  Evgeny Myasnikov
- Iris segmentation in an image using U-Net convolutional neural network architecture 10-13
  Yulia Ganeeva, Evgeny Myasnikov
- Adaptation of parameterized interpolation algorithms of multidimensional signals for hierarchical and interpolation compression methods 14-19
  Mikhail Gashnikov
- Differential method of multidimensional signals compression based on the adapted parameterized interpolation algorithm 20-24
  Aleksey Maksimov, Mikhail Gashnikov
- Efficiency of stochastic gradient Identification of similar shape objects in binary and grayscale images 25-28
  Radik Magdeev, Aleksander Tashlinsky, Galina Safina
- Algorithm for optimizing quantization scales by an arbitrary quality measure 29-32
  Nikolay Glumov, Mikhail Gashnikov
- Hyperspectral data dimensionality reduction using nonlinear autoencoders 33-36
  Evgeny Myasnikov
- Convolutional neural network for detection of pathological changes in MR images of the brain 37-40
  Yulia Agafonova, Andrey Gaidel, Pavel Zelter, Aleksandr Kapishnikov
- Pine crown density determination using local binary patterns 41-43
  Alexey Pyataev, Anna Pyataeva, Ruslan Brezhnev
- 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 44-49
  Olga Belova, Anna Denisova, Natalya Vlasova, Lyudmila Kavelenova, Evgeny Korchikov, Victor Fedoseev, Tatyana Chap
- A method of user preference elicitation by pairwise comparisons 50-53
  Alexander Borodinov, Vladislav Myasnikov
- Assessment of post-fire vegetation state dynamics in Ivan-Arakhley natural Park (Zabaikalsky Krai) using radar Sentinel 1 and optical Sentinel 2 data 54-59
  Natalia Rodionova, Irina Vakhnina, Tatiana Zhelibo
- Detection and age estimation of burned areas of natural grassy communities in the Samara region using Sentinel-2 data 60-65
  Alina Bavrina, Lyudmila Kavelenova, Oksana Kuzovenko, Natalya Prokhorova
- Ways to increase the probability of correct recognition of noisy speech commands by their cross-correlation portraits 66-69
  Ekaterina Galitskaya, Viktor Krasheninnikov
- The use of remote sensing data for estimation of the anthropogenic load on the coastal areas of the Crimea in 2017-2019 70-73
  Tatiana Shul'ga, Liudmila Verzhevskaia, Alesya Medvedeva
- Automatic recognition of the number of channels in unidentified multispectral data 74-77
  Nina Vinogradova, Andrey Sosnovsky, Natalya Sevastianova
- Analysis of the accuracy of determining the vegetation edges according to the Landsat remote sensing data over the territory of the Sverdlovsk Region 78-80
  Nina Vinogradova, Andrey Sosnovsky, Stepan Yegorov
- Splicing detection based on improved FISH descriptors 81-84
  Andrey Kuznetsov, Artem Lanin
- The effect of image pre-processing on objects adaptive stochastic identification efficiency 85-88
  Radik Magdeev, Marat Suetin, Aleksander Tashlinsky
- Modeling and processing of SAR images 89-92
  Nikita Andriyanov, Danila Andriyanov
- Iterative algorithm of optical triangulation sensors signals superposition for measuring solid deformation 93-99
  Rinat Diyazitdinov
- Global image analysis: detection and recognition of basic informative elements of road scenes 100-104
  Konstantin Kiy, Roman Dosaev
- Image segmentation based on RGBD data 105-108
  Elena Medvedeva, Elisaveta Varco
- Increasing the distinctiveness of forest species composition by satellite images 109-112
  Sergey Zraenko
- Detecting the boundaries of hyperspectral image objects as a special analysis tool 113-117
  Tamara Utesheva, Konstantin Puhky, Vadim Turlapov
- A dataset for determining user preferences of users on personal vehicles 118-121
  Aleksandr Borodinov, Vladislav Myasnikov, Alexander Yumaganov
- A compact acousto-optical module for hyperspectral imaging systems 122-125
  Milana Sharikova, Vladislav Batshev, Alexey Kozlov, Sergey Boritko, Vitold Pozhar, Anton Karandin
- Restoring the height of the terrain taking into account the statistical relationship of the interferometric pair of radar images 126-129
  Oleg Goryachkin, Ivan Maslov
- Information system for segmentation of nanoparticles in STM-images 130-134
  Stanislav Egorov, Igor Arhipov, Tatyana Shelkovnikova
- Scene-based non-uniformity fixed pattern noise correction algorithm for infrared video sequences 135-140
  Igor Kudinov, Ivan Kholopov
- A comparative study of restoration techniques for images defined by chaotically scattered point set 141-144
  Yuliya Vybornova, Aleksey Maksimov
- Deformation field estimate for image sequence by applying stochastic adaptation in the block method 145-148
  Roman Kovalenko, Pavel Smirnov, Radik Ibragimov, Alexander Tashlinskiy
- Landmine detection and minefield mapping with the help of multi-angle long-wave infrared hyperspectral data fused with the 3D terrain reconstruction 149-152
  Arsenii Golovin, Evgenii Sechak, Anatolii Demin
- Research of Lossy image compression algorithm based on fractal discrete cosine transform 153-156
  Vladislav Butorov, Marina Chicheva
- Semi-fragile watermarking for HGI image compression 157-163
  Alina Bavrina, Victor Fedoseev
- GPU implementation of the stochastic on-time arrival routing algorithm 164-167
  Anton Agafonov, Aleksey Maksimov, Alexander Borodinov
- Agricultural parcel localization on satellite images using U-Net-based neural network 168-171
  Maria Pavlova, Alexey Savchik, Lev Teplyakov, Mikhail Zagarev, Igor Kukoev, Anton Grigoryev
- Photo privacy detection based on text classification and face clustering 172-176
  Lyudmila Kopeykina, Andrey Savchenko

2020-09-09: submitted by Denis Kudryashov, metadata incl. bibliographic data published under Creative Commons CC0
2020-09-10: published on CEUR-WS.org |valid HTML5|