The Proceedings include papers of the 15th International Conference on Pattern Recognition and Information
Processing.
* Released by the organizers of the PRIP'2021 Conference and the Belarusian Association for Image Analysis and Recognition. The articles have passed multi-factor peer review and are printed in the form provided by the authors. 53 papers were selected among 90 submissions.
** The selected 17 revised full papers were carefully reviewed and published by Springer, Cham (Copyright: Springer Nature Switzerland AG 2022) as a Part of the Communications in Computer and Information Science book series (CCIS, volume 1562)
Keywords: artificial intelligence, classification methods, image processing, computer networks, computer systems, computer vision, engineering, image analysis, coding, compression, segmentation, machine learning, network protocols, neural networks, pattern recognition, probability, signal processing
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| PAGE | AUTHORS | TITLE | CODE | READ/WATCH |
|---|---|---|---|---|
| 9 | Sergii Sushko, Alexander Chemeris and Svetlana Reznikova | Parallelizing by Smart Tiling | A1.1 |
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| 14 | Liudmila Cheremisinova and Dmitry Cheremisinov | Graph-Based Recognition of High-Level Structures in Transistor Circuits | A1.2 |
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| 19 | Sergey Dvoenko and Denis Pshenichny | Metric Correction of Similarities based on Orthogonal Decomposition | A1.3 |
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| 22 | Viktor Krasnoproshin, Vadim Rodchenko and Anna Karkanitsa | Pattern Recognition Based on Classes Distinctive Features | A1.4 |
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| 25 | Zurab Gasitashvili, Merab Phkhovelishvili and Natela Archvadze | New algorithm for building effective model from prediction models using parallel data | A1.5 |
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| 29 | Katsiaryna Rumiantsava, Roman Sergeev, Alexander Tuzikov, Andrei Gabrielian and Alex Rosenthal | Search for genomic mutations associated with drug-resistant tuberculosis | A1.6 |
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| 33 | Sviatlana Ihnatsyeva, Rykhard Bohush and Sergey Ablameyko | Joint Dataset for CNN-based Person Re-identification | B1.1 |
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| 38 | Nadia Brancati, Maria Frucci, Daniel Riccio and Crispino Cicala | Bag of Deep Features for Classification of Gigapixel Histological Images | B1.2 |
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| 43 | Victor Krasnoproshin and Andrew Naumovich | Chest Pathologies Intellectual Analysis | B1.3 |
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| 47 | Vitali Liauchuk, Aleh Tarasau and Vassili Kovalev | AI-Based Retrospective Study for Revealing Diagnostic Errors in Chest X-ray Screening | B1.4 |
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| 51 | Olga Nedzved, Vera Yashina, Sergey Ablameyko, Igor Gurevich, Ren Tiaojuan
and Ye Fangfang | Analysis of Motion of Dynamic Scenes in Microscopy Images: Formalization, Criteria and Results | B1.5 |
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| 56 | Vladimir Golovko, Egor Mikhno and Aleksandryna Mamyha | Neural Network Approach for Estimating the Level and Volume of Liquid in Transparent Containers | B1.6 |
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| 61 | Stanislav Sholtanyuk and Aliaksandr Leunikau | Lightweight Deep Neural Networks for Dense Crowd Counting Estimation | B2.1 |
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| 65 | Boris Assanovich | Towards Creation of SmileID Obtained from Face Biometrics Binded to Concantenated Error-Correcting Codes | B2.2 |
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| 70 | Rykhard Bohush, Huafeng Chen and Sergey Ablameyko | Formalization of People and Crowd Detection and Tracking in Video | B2.3 |
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| 75 | Eduard Adaska and Anton Lechanka | UNetX: Real-time Pedestrian Crosswalk Segmentation on Mobile Device | B2.4 |
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| 79 | Dzmitry Mazouka and Viktor Krasnoproshin | Developmental Milestones of Graphics Technologies | B2.5 |
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| 84 | Viktoria Sorokina and Sergey Ablameyko | Extraction of Human Body Parts from the Image Using Convolutional Neural Network and Attention Model | B2.6 |
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| 89 | Vladimir Mikhailov and Vladislav Sobolevskii | Reindeer Recognition and Counting System Based on Aerial Images and Convolutional Neural Networks | B2.7 |
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| 92 | Katsiaryna Kosarava and Boris Assanovich | A Simple Indoor Fall Control System for the Elderly Based on the Analysis of Object Bounding Box Parameters | A2.1 |
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| 97 | Aleksandra Maksimova | GAN-SSL Classification for Identification Expertise in Chemistry | A2.2 |
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| 101 | Andrei Brazhuk and Evgeny Olizarovich | Contextualizing of Architectural Security Patterns as a Knowledge Management Challenge | A2.3 |
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| 106 | Boris Zhalezka and Volha Siniauskaya | Theory and Practice of Multi-Agent Systems Construction | A2.4 |
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| 111 | Rahim Mammadov, Elena Rahimova and Gurban Mammadov | Increasing the Reliability of Pattern Recognition by Analyzing the Distribution of Errors in Estimating the Measure of Proximity between Objects | A2.5 |
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| 115 | Viktor Evdokimov, Anatoly Davydenko and Serhii Hilgurt | Using GRID for Centralized Synthesis of FPGA-based Information Security Systems | A2.6 |
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| 119 | Ales Zhuk and Sergey Ablameyko | Augmentation Tools for Object Detection in Satellite Images by Using U-Net Neural Network | B3.1 |
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| 123 | Egor Busko, Alexander Nedzved and Shiping Ye | Preprocessing of SAR Image for Building Detection | B3.2 |
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| 128 | Marina Lukashevich, Yuliya Golub, Valery Starovoitov and Aun Irtaza | Retinal Image Analysis for Diabetic Retinopathy Grading: Preliminarily Results | B3.3 |
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| 133 | Liudmila Cheremisinova and Dmitry Cheremisinov | Correctness of Control Systems with ConcurrenŃy Behavior | A3.1 |
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| 140 | Aleksei Rozhnov | Some Trends in Updating the Nomenclature of Specialties of Researchers in the Areas of Research Methods and Means of Intellectualization | A3.2 |
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| 146 | Alexey Kharin, Ton That Tu, Dai Yukun, Wang Yumin | Robustification of Sequential Statistical Decision Rules for Stochastic Data Flows Analysis | A3.3 |
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| 149 | Valerian Ivashenko, Nikita Zotov and Maksim Orlov | Semantic Logging of Repeating Events in a Forward Branching Time Model | A3.4 |
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| 153 | Mikita Shuldau, Artsemi Yushkevich, Ivan Bosko, Alexander Tuzikov
and Alexander Andrianov | Development of Molecular Autoencoders as Generators of Protein Inhibitors: Application for Prediction of Potential Drugs Against Coronavirus SARS-CoV-2 | A3.5 |
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| 159 | Tatyana Kim and Ryhor Prakapovich | Employing of RL Technology to Develop an Adaptive Motion Controller for a Line Follower Robot | A3.6 |
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| 164 | Valery Malyshau | Nuclei Detection Based on Single-Point Labels | B4.1 |
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| 168 | Silun Xu and Victor Skakun | Comparison of Deep Learning Preprocessing Algorithms of Nuclei Segmentation on Fluorescence Immunohistology Images of Cancer Cells | B4.2 |
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| 173 | Aliaksandr Leunikau, Alexander Nedzved, Alexei Belotserkovsky and Stanislav Sholtanyuk | Multiple Humanâs Pose Detection Algorithm for Real Time Video | B4.3 |
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| 178 | Vassili Kovalev | Small Image Training Sets: Exploring the Limits of Conventional and CNN-Based Methods | B5.1 |
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| 183 | Yue Zhang, Cheng Zhang, Shichao Kan, Yigang Cen and Linna Zhang | Weather Recognition based on Attention Image Search Method | B5.2 |
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| 187 | Ivan Kosik, Alexander Nedzved, Ryhor Karapetsian, Vera Yashina and Igor Gurevich | Automation of the Study of Radiologically Isolated Syndrome in Multiple Sclerosis | B5.3 |
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| 191 | Oleg Naidovich, Alexander Nedzved and Shiping Ye | DSDNet Neural Network for Shadow Detection from Urban Satellite Images | B5.4 |
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| 195 | Alexander Usatov and Ivan Kosik | Identifying The Presence of Covid-19 on X-ray Medical Images Using a Neural Network | B5.5 |
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| 198 | Mikhail Kharinov | Superpixel Clustering for Detection of Binary Object Hierarchy Using Modernized Classical Clustering Methods | B5.6 |
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| 202 | Xunhuan Ren, Jun Ma, Valery Konopelko and Victor Tsviatkou | An Iterative Error Patterns Library Formation Method for the Decoding of Product Codes | A4.1 |
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| 206 | Nicholas A. Nechval, Gundars Berzins, Konstantin N. Nechval, Max Moldovan, Vadims Danovics and Irina Bausova | Innovative Technique for Computing Shortest Length and/or Equal Tails Confidence Intervals in Reliability and Safety under Parametric Uncertainty | A4.2 |
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| 211 | Igor Zakharov, Jonathan Anderson, Garrett Parsons and Michael Henschel | Blockchain Systems Review and Analysis for Information Security of Big Data | A4.3 |
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| 216 | Mikalai Yatskou and Vladimir Apanasovich | A Digital Platform for Processing Fluorescence Spectroscopy Data Using Simulation Modelling and Machine Learning Algorithms | A4.4 |
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| 221 | Valery Demko and Victoria Zaitseva Eigen | Transformations of Symmetric Matrices in Information Processing Problems | A4.5 |
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| 223 | Artem Andreiev and Anna Kozlova | Enhancement of Land Cover Classification by Training Samples Clustering | B6.1 |
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| 228 | Ahmedkhan Radzhabov and Vassili Kovalev | Performance Analysis of Deep Learning Models for Heart Segmentation in Chest X-ray Images on a Small Dataset | B6.2 |
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| 232 | Jun Ma, Xunhuan Ren, Valery Konopelko and Victor Tsviatkou | An Automatic Pruning Method for Skeleton Images | B6.3 |
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| 236 | Alexander Doudkin, Alexander Voronov and Valentin Ganchenko | Software Control System for Equipment of Integrated Circuit Layout Inspection | B6.4 |
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| 241 | Alexandr Labokha, Artsiom Shamyna and Alexei Ardyako | Cloud Detection in Aerospace Imagery of Environmental Monitoring | B6.5 |
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