GraphiCon 2020
Computer Graphics and Machine Vision

Table of Contents

• Preface
  Summary: There were 187 papers submitted for peer-review to this conference. Out of these, 144 papers were accepted for this volume, 83 as regular papers, 58 as short papers, 2 as invited papers and 1 as abstract.

Session 1: Invited Talks

• Identification and Classification of Color Textures (invited paper)
  Mattias Mende, Thomas Wiener
• MIOpen: An Open Source Library For Deep Learning Primitives (invited paper)
  Jehandad Khan, Paul Fultz, Artem Tamazov, Daniel Lowell, Chao Liu, Michael Melesse, Murali Nandhimandalam, Kamil Nasyrov, Ilya Perminov, Tejash Shah, Vasilii Filippov, Jing Zhang, Jing Zhou, Bragadeesh Natarajan, Mayank Daga
• Lighting Simulation in 3D Printing (abstract)
  Denis Sumin, Karol Myszkowski, Alexey Voloboy

Session 2: Intelligent Solutions in Computer Graphics

• A Technology to Synthesize 360-Degree Video Based on Regular Dodecahedron in Virtual Environment Systems
  Petr Timokhin, Mikhail Mikhaylyuk, Klim Panteley
• Depth-Aware Arbitrary Style Transfer Using Instance Normalization
  Victor Kitov, Konstantin Kozlovtsev, Margarita Mishustina
• Physiological Aspects of the User's Immersion in the Virtual Reality Environment on the Example of Creating a Hardware-Software Complex for Smell Transmission
  Artem Smolin, Konstantin Malyshev, Anna Spiridonova, Andrey Mironov, Aleksei Shchekoldin and Pavel Vorobyev
• Pyramid of Filters - Fast Image Filtering without FFT
  Sergey Ershov, Ildar Valiev, Alexey Voloboy
• Optimization of Procedurally Generated Landscapes
  Aleksandr Mezhenin, Anastasia Shevchenko
• A Bidirectional Scattering Function Reconstruction Method Based on Optimization of Microrelief Heights Distribution
  Vadim Sokolov, Dmitry Zhdanov, Igor Potemin, Andrey Zhdanov, Nikolay Deryabin
• The Two-Level Semi-Synchronous Parallelization Method for the Caustic and Indirect Luminance Calculation in Realistic Rendering
  Andrey Zhdanov, Dmitry Zhdanov
• The Backward Photon Mapping for the Realistic Image Rendering
  Andrey Zhdanov, Dmitry Zhdanov
• Elaboration of New Viewing Modes in CATIA CAD for Lighting Simulation Purpose (short paper)
  Elissey Birukov, Eugeny Denisov, Alexey Voloboy
• Calculation of Noise Components for Bidirectional Path Tracing with Photon Maps (short paper)
  Sergey Ershov, Elisey Birukov, Alexey Voloboy, Vladimir Galaktionov
• High Speed Visualization in the JetOS Aviation Operating System Using Hardware Acceleration (short paper)
  Boris Barladian, Nikolay Deryabin, Alexey Voloboy, Vladimir Galaktionov, Lev Shapiro
• Simulation of Quadcopter's Complex Spatial Motion in Virtual Environment Systems (short paper)
  Evgeny Strashnov, Mikhail Mikhaylyuk

Session 3: Scientific Visualization and Visual Analytics

• Graph-Based Visual Analytics Tools for Digital Humanities Research
  Konstantin Ryabinin, Konstantin Belousov, Svetlana Chuprina
• Parallel Coordinates Visualization in the ELK Stack
  Timofei Galkin, Maria Grigorieva
• Compression and Visualization of the Operational Parameters Archive
  Andrey Zagrebayev, Victor Pilyugin, Stanislav Ten
• Spherical Visualization Database Prototype for Education and Scientific Research: Designing and Managing
  Sergey Presnyakov, Grigory Boyarshinov, Anastasia Odintsova, Alena Rybkina
• Visualization of the Stress-Strain State of Shell Structures Using Virtual and Augmented Reality Technologies
  Alexey Semenov, Iurii Zgoda
• Image-based System for 3D Visualization of Flow in Hydrodynamic Tunnel
  Vladimir Knyaz, Michail Novikov, Vladimir Kniaz, Vladimir Mizginov, Eugeny Ippolitov
• Edge Detection and Machine Learning Approach to Identify Flow Structures on Schlieren and Shadowgraph Images
  Irina Znamenskaya, Igor Doroshchenko, Daria Tatarenkova
• Methods Calculating the Slab Radiance Factor
  Vladimir Budak, Dmitry Efremenko
• Usability Assessment of the Visualization-Driven Approaches to the HVAC Data Exploration
  Evgenia Novikova, Polina Belimova, Alena Dzhumagulova, Mikhail Bestuzhev, Yulia Bezbakh, Aleksandr Volosiuk, Andrey Balkanskii, Alexei Lavrov
• Evaluation of Vector Transformations for Russian Word2Vec and FastText Embeddings
  Olga Korogodina, Olesya Karpik, Eduard Klyshinsky
• On Applying of Generalized Computational Experiment to Numerical Methods Verification
  Aleksey Alekseev, Alexander Bondarev, Vladimir Galaktionov, Artem Kuvshinnikov, Lev Shapiro
• Visual Analysis of Textual Information on the Frequencies of Joint Use of Nouns and Adjectives
  Alexander Bondarev, Alexander Bondarenko, Vladimir Galaktionov, Lev Shapiro
• Constructing Stereo Images of Error Surfaces in Problems of Numerical Methods Verification
  Sergey Andreev, Alexander Bondarev, Alexander Bondarenko, Vladimir Galaktionov, Nicole Bondareva
• Optical Diagnostics of Temperature and Structural Parameters of an Axisymmetric Flame
  Vitaly Arbuzov, Edward Arbuzov, Yuri Dubnishchev, Olga Zolotukhina, Vladimir Lukashov
• Methods for Construction and Research Stereometric Visual Images of Multi-criteria Alternatives
  Alena Zakharova, Dmitry Korostelyov
• Visualization of the Dynamics of Changes in Structured Data by the Example of Covid-19 Development
  Anna Trubakova, Andrey Trubakov
• Non-Empirical Metrics for Ontology Visualizations Evaluation and Comparing
  Ildar Baimuratov, Than Nguyen
• Research Methods in the Field of Computer Visualization Based on Virtual Reality (short paper)
  Natalya Averbukh, Vladimir Averbukh
• Modeling the Deformation of the Aerodynamic Surface to Estimate the Error of the Photogrammetric Algorithm (short paper)
  Anton Poroykov, Nataliya Ilina, Ekaterina Shmatko
• Scientific Visualization of the Results of a Numerical Experiment of the Nonlinear Dynamics of a Nanoscale Beam Structure (short paper)
  Olga Saltykova
• Graph Visualization of the Characteristics of Complex Objects on the Example of the Analysis of Politicians (short paper)
  Mikhail Ulizko, Evgeniy Antonov, Alexey Artamonov, Rufina Tukumbetova
• The Variational Iterations Method for the Three-dimensional Equations Analysis of Mathematical Physics and the Solution Visualization with its Help (short paper)
  Aleksey Tebyakin, Irina Papkova, Vadim Krysko
• Visualization of the Process of Static Buckling of a Micropolar Meshed Cylindrical Panel (short paper)
  Ekaterina Krylova, Irina Papkova, Vadim Krysko
• Chaotic Oscillations Type of Flexible Closed Cylindrical Nanoshells Under the Strip Loads Action (short paper)
  Tatiana Yakovleva, Michael Stasuk, Anton Krysko
• Semiotic Approach in the Development of Interactive Visual Analytics Systems (short paper)
  Alena Zakharova, Evgeniya Vekhter, Aleksey Shklyar
• Detecting Errors in Cognitive Models Using Visualization Metaphors of Fuzzy Cognitive Maps (short paper)
  Ruslan Isaev, Aleksandr Podvesovskii
• Modeling ArUco Markers Images for Accuracy Analysis of Their 3D Pose Estimation (short paper)
  Anton Poroykov, Pavel Kalugin, Sergey Shitov, Irina Lapitskaya
• Synthesis and Visualization of Photorealistic Textures for 3D Face Reconstruction of Prehistoric Human (short paper)
  Vladimir Kniaz, Vladimir Knyaz, Vladimir Mizginov

Session 4: Computer Vision

• A Distributed Tracking Algorithm for Counting People in Video by Head Detection
  Denis Kuplyakov, Yaroslav Geraskin, Timur Mamedov, Anton Konushin
• Pen Trace Reconstruction with Skeleton Representation of a Handwritten Text Image
  Svetlana Kryzhanovskaya, Sergey Arseev, Leonid Mestetskiy
• Improving the Neural Network Algorithm for Assessing the Quality of Facial Images
  Nikita Lisin, Alexander Gromov, Vadim Konushin, Anton Konushin
• Dataset Expansion by Generative Adversarial Networks for Detectors Quality Improvement
  Alexander Kostin, Vadim Gorbachev
• Pairwise Ranking Distillation for Deep Face Recognition
  Mikhail Nikitin, Vadim Konushin, Anton Konushin
• Hybrid Iris Segmentation Method Based on CNN and Principal Curvatures
  Varvara Tikhonova, Elena Pavelyeva
• Facial Expression Recognition using Distance Importance Scores Between Facial Landmarks
  Elena Ryumina, Alexey Karpov
• Data Distillation for Traffic Sign Detection
  Alexey Popov, Vlad Shakhuro, Anton Konushin
• Adversarial Learning for Effective Detector Training via Synthetic Data (short paper)
  Vadim Gorbachev, Andrey Nikitin, Ilya Basharov
• Neural Network Model for Face Recognition from Dynamic Vision Sensor (short paper)
  Fedor Shvetsov, Anton Konushin, Anna Sokolova
• Deep Two-Stage High-Resolution Image Inpainting (short paper)
  Andrey Moskalenko, Mikhail Erofeev, Dmitriy Vatolin

Session 5: Biomedical Image Processing and Analysis

• Attention-based Convolutional Neural Network for MRI Gibbs-ringing Artifact Suppression
  Maksim Penkin, Andrey Krylov, Alexander Khvostikov
• DL-inferencing for 3D Cephalometric Landmarks Regression Task Using OpenVINO
  Evgenii Vasiliev, Dmitrii Lachinov, Alexandra Getmanskaya
• Bladder Semantic Segmentation
  Vadim Chernyshev, Alexander Gromov, Anton Konushin, Anna Mesheryakova
• A Method for Actin Filament Tracking in Fluorescent Microscopy Images
  Danil A. Kononykhin, Valentina Yu. Berg, Denis A. Ovsyannikov, Andrey S. Krylov, Dmitry V. Sorokin
• 3D Data Analysis for Teeth Morphology Study
  Armen Gaboutchian, Vladimir Knyaz, Sergey Vasilyev, Anatoly Maksimov
• Adaptive Method of Glands Segmentation on Histological Images
  Alexander Kosov, Alexander Khvostikov, Andrey Krylov
• Unsupervised Palm Vein Image Segmentation
  Ekaterina Safronova, Elena Pavelyeva
• Data Balancing Method for Training Segmentation Neural Networks (short paper)
  Alexey Kochkarev, Alexander Khvostikov, Dmitry Korshunov, Andrey Krylov, Mikhail Boguslavskiy
• Segmentation of Lungs, Lesions, and Lesion Types on Chest CT Scans of Patients with Covid-19 (short paper)
  Daria Lashchenova, Alexander Gromov, Anton Konushin, Anna Mesheryakova
• Visual Control System Based on Nociception-Analgesia Index for Patients in a Vegetative State/Unresponsive Wakefulness Syndrome and Minimally Conscious State (short paper)
  Svetlana Degtiareva, Ivan Polukhin, Irina Smirnova, Ekaterina Kondratieva, Vladislav Bougrov

Session 6: Digital Earth and Big Data

• The Application of the Model of High-Speed Pixel Clustering in Problems of Preprocessing of the Images of the Remote Sensing of the Earth
  Igor Khanykov
• Neural Network Classifier of Oil Pollution on the Water Surface when Processing Radar Images
  Tatiana Tatarnikova, Elena Chernetsova
• Some Aspects of a Client-Server Architecture System for Processing Radar Images
  Elena Chernetsova, Tatiana Tatarnikova
• Visualizing Global Socio-Technogenic Human Transformation: Digital Challenges of Living Earth
  Elena Dergacheva and Eduard Demidenko
• Two Machine Learning Based Schemes for Solving Direct and Inverse Problems of Radiative Transfer Theory
  Dmitry S. Efremenko, Himani Jain and Jian Xu
• Big LIDAR Data in Digital Earth: Ways Out of Dead End
  Ilya Rylskiy
• What is and What is not the Digital Earth?
  Eugene Eremchenko
• Infectious Dynamics in Urban 3D-Environment: Challenges and Possibilities
  Eugene Eremchenko, Vladimir Tikunov, Sergey Vylegzhanin, Alexander Fetishev
• Analysis of the Influence of Vegetation Index Choice on the Classification of Satellite Images for Monitoring Forest Pathology
  Evgeniy Trubakov, Olga Trubakova
• Geoportals as Sources of Information About the Territory (short paper)
  Grigory Lobanov, Olga Moskalenko
• Optimization of the Composition of Standards in Recognition and Compression Algorithms of Hyperspectral Images (short paper)
  Leonid Lebedev
• Determination of Internal Waves Off the Coast of Morocco According to Earth Remote Sensing Data (short paper)
  Tatyana Tatarnikova, Irma Martyn, Sergey Stepanov, Yaroslav Petrov, Artem Sidorenko
• The Cluster Low-Streams Regression Method for Fast Computations of Top-of-the-Atmosphere Radiances in Absorption Bands (short paper)
  Ana del Águila, Dmitry Efremenko
• University Management System Based On BIM-GIS-Technologies (short paper)
  Tatiana Tomchinskaya, Maria Galanina

Session 7: Geometric Modelling. Computer Graphics in education

• Solving the Problem of Packing Objects of Complex Geometric Shape into a Container of Arbitrary Dimension
  Vladislav Chekanin
• The Model of Distance Education of the Designer in the Frames of Computer Project Graphics
  Elena Zaeva-Burdonskaya, Daria Kardashenko
• Construction of the Functional Voxel Model for a Spline Curve
  Alexey Tolok, Nataliya Tolok, Anastasiya Sycheva
• Functional-Voxel Method in Problems of Geometric Modeling of Thermal Characteristics of Objects
  Aleksandr Plaksin, Alexey Tolok
• Geometric Modeling of Stress Visualization Based on the Functional-Voxel Method
  Sergey Pushkarev and Alexey Tolok
• Surface Modeling in the Course of Engineering Graphics
  Tatiana Markova, Andrey Bochkov, Mikhail Kokorin, Tatiana Nikitina
• Functional-voxel Modeling of Navigation Algorithm ORCA
  Mikhail Loktev, Alexey Tolok, Vladimir Romakin
• Geometric Modeling for Visualization of Technological Processes from a Text Instruction to an Interactive Simulator
  Tatiana Fedorova, Alexander Filinskih, Olga Sosnina
• Application of PTC «Graphics –TR» for Teaching University Students on the Course «Computer Simulation of Circuits and Devices»
  Sergei Smirnov, Ludmila Sizova
• Plane Tangent to Quasi-Rotation Surface
  Ivan Beglov, Konstantin Panchuk
• Spatial Spline Construction through the Monge Model
  Konstantin Panchuk, Tatyana Myasoedova, Yuri Rogoza
• Description Models, Methods, Algorithms, and Technology for Processing Poorly Structured Raster Graphic Documents
  Dmitry Vasin
• Constructive Geometric Models with Imaginary Objects (short paper)
  Denis Voloshinov, Alexandra Solovjeva
• Methodological Foundations for Teaching Computer Graphics for Students in IT Areas (short paper)
  Vitaly Karabchevsky
• Virtual and Augmented Reality Technologies in Training Architecture and Civil Engineering Specialists (short paper)
  Iurii Zgoda, Alexey Semenov
• Practice-oriented Approach in Teaching BIM technologies to Senior Students of Civil Engineering Universities (short paper)
  Aleksandra Masyonene
• Modeling Geometric Varieties with Given Differential Characteristics and Its Application (short paper)
  Evgeniy Konopatskiy, Andrey Bezditnyi, Oksana Shevchuk
• Application of Heuristic Modeling in the Development of an Algorithm for Generating a Binary Tree of an Object According to a Technical Drawing (short paper)
  Valeriya Tyurina, Marina Lagunova, Maria Smychek
• About Innovation Practice Within Geometric-Graphic Training (short paper)
  Irina Stolbova, Konstantin Nosov

Session 8: Computer Graphics in Materials Science, Lighting Engineering and Design

• The Significance of Computer Modeling and 3D Printing Technology for Facial Ectoprosthetics
  Svetlana Сherebylo, Vyacheslav Vnuk, Evgeniy Ippolitov, Mikhail Novikov, Pavel Mitroshenkov, Petr Mitroshenkov
• Patterns Detection in SAED Images of Transmission Electron Microscopy
  Stepan Nebaba, Dmitry Zavyalov, Alexander Pak
• Illuminance Calculations for Stage Lighting Concept as a Tool to Improve It
  Maksim Nasennikov
• Psychovisual Perception Scale Based on a Neural Network
  Vladimir Budak, Ekaterina Ilyina
• Caustics, Orthotomics, and Reflecting Curve with Source at an Infinity
  Aleksandr Dvoretskii
• Automation of Selection of a Pool of Graphical Interface Regression Tests for Multi Module Information Systems
  Ilya Zarubin, Aleksandr Filinskikh
• Design Features of the User Interface of the Pipeline Pressure Control Monitoring System (short paper)
  Elena Afonina, Marina Levaya, Igor Levyy
• Modeling the Luminance Spatial-Angular Distribution in Lighting Scenes (short paper)
  Vladimir Budak, Victor Chembaev, Tatiana Meshkova, Victor Zheltov
• Modeling of UV Disinfection Irradiation Installations Using Computer Graphics Programs (short paper)
  Tatiana Meshkova, Vladimir Budak
• Light Reflection from Real Surfaces: Probabilistic Model of the Layer Radiance Factor (short paper)
  Vladimir Budak, Anton Grimailo
• Using Computer Microscopy Methods to Control the Microstructure of Malleable Cast Iron Product with Spherical Graphite (short paper)
  Konstantin Makarenko, Alexander Nikitin, Alexander Vdovin, Ekaterina Zentsova
• Visualization of the Process of Processing Welds by a Deformation Wave (short paper)
  Andrey Kirichek, Sergey Barinov, Alexandr Yashin
• Finite Element Modeling and Visualization of Additive Ring Growing by 3DMP Method (short paper)
  Andrey Kirichek, Sergey Barinov, Svetlana Fedonina
• Calculation of the Energy of Capacitors for a Spot Welding Apparatus by a Numerical Method (short paper)
  Sergei Zuev, Dmitry Varlamov, Anatoly Fironov, Alexander Kanareykin, Аrtem Timoshenko, Alexander Shvecov, Vitaly Kuksa
• Ergonomic Support for Logo Development Based on Deep Learning (short paper)
  Alexandr Kuzmenko, Sergey Kondratenko, Konstantin Dergachev, Valery Spasennikov
• Computer Graphics: New Horizons in the Education of Lighting Designers and Engineers (short paper)
  Vladimir Budak, Denis Makarov

Session 9: Design Automation (CAD), Training Software and Simulators

• Multi-Criteria Assessment of Shape Quality in CAD Systems of the Future
  Valerijan Muftejev, Rushan Ziatdinov, Rifkat Nabiyev
• Training Beginners and Experienced Drivers using mobile-based Virtual and Augmented Reality
  Tatiana Tomchinskaya, Marina Shaposhnikova, Nikolay Dudakov
• On the Role of Graph Theory Apparatus in a CAD Modeling Kernel
  Sergey Slyadnev, Alexander Malyshev, Andrey Voevodin, Vadim Turlapov

Session 10: Computational Optics and Optical Design

• Deep Neural Networks Capabilities for Semantic Segmentation of Noisy Aerial Images
  Aleksandr Markelov, Ivan Krivorotov, Vadim Gorbachev
• Implementation of Basic Computer Vision Methods for Analyzing the Results of Biological Experiments
  Kseniia Ezhova, Andrey Veremenko, Ksenia Baranova, Alexander Belaykov, Vladislav Cherebedov, Evgeny Lanskov
• The Application of Integral Source Model in The Design of Freeform Optics for Several Multidirectional Light Sources
  Nikolay Bogdanov, Igor Potemin, Dmitry Zhdanov, Yan Wang
• Comparison of Two Approaches to Calculate Orthoscopic Interference Pictures (short paper)
  Victor Debelov, Roman Shelepaev
• Development of a Neural Network for the Synthesis of Freeform Optical Elements with a Flat Wavefront (short paper)
  Iana Mazur, Anna Voznesenskaya, Alexander Trifanov, Mikhail Svintsov
• Development of Telescopic Glasses Optical System Based on Polymer Lens (short paper)
  Alisa Ekimenkova, Anna Voznesenskaya
• Wavefront Parameters Recovering by Using Point Spread Function (short paper)
  Olga Kalinkina, Tatyana Ivanova, Julia Kushtyseva
• An Integral Field Unit Based on Parabolic Mirror (short paper)
  Mariia Orekhova, Alexey Bakholdin
• Optical Design of a Dual Channel Microscope (short paper)
  Anastasiya Kozhina, Evgeniia Soshnicova, Alla Uvarova

Session 11: Artificial Intelligence, Cognitive Technology and Robotics

• Impact Factor of a Term: a Tool for Assessing Article's Future Citations and Author's Influence Based on PubMed and DBLP Collections
  Michael Charnine, Aida Khakimova, Alexey Klokov
• Comparative Study of Deep Learning Models for Automatic Coronary Stenosis Detection in X-ray Angiography
  Viacheslav Danilov, Olga Gerget, Kirill Klyshnikov, Evgeny Ovcharenko, Alejandro Frangi
• Application Map in the Noise Suppression Filter for Video Compression
  Roman Chernyak, Roman Meshcheryakov
• Intelligent Analysis of the Ecological State of Environment with Application of Distributed Expertise (on the Example of Bryansk Region)
  Emilia Geger, Aleksandr Podvesovskii, Oksana Mikhaleva, Anton Korsakov
• Methodology for Preprocessing Semi-Structured Data for Making Managerial Decisions in the Healthcare
  Elena Makarova, Dmitriy Lagerev
• Intelligent Data Analysis for Forecasting Threats in Complex Distributed Systems
  Evgeny Palchevsky, Olga Khristodulo, Sergey Pavlov, Artur Kalimgulov
• Method for Improving an Image Segment in a Video Stream Using Median Filtering and Blind Deconvolution Based on Evolutionary Algorithms
  Andrey Trubakov, Anna Trubakova
• A Scientometric Analysis of Publications Related to Predictive Medicine
  Aida Khakimova, Dongxiao Gu, Oleg Zolotarev, Maria Berberova, Michael Charnine
• Inter-Machine Exchange of Real Time in Distributed Computer Systems (short paper)
  Vladimir Bogatyrev, Stanislav Bogatyrev, Anatoy Bogatyrev
• Ergonomic Factors in Patenting Computer Systems for Personnel's Selection and Training (short paper)
  Valery Spasennikov, Kirill Androsov, Galina Golubeva
• Neural Network Analysis of Electroencephalograms Graphical Representation (short paper)
  Aleksandr Bragin, Vladimir Spitsyn
• Algorithm for Predicting the Trajectory of Road Users to Automate Control of an Autonomous Vehicle (short paper)
  Andrey Azarchenkov, Maxim Lyubimov

Session 12: Architecture and Design of Computer Graphics and Machine Intelligence Systems

• Camera Assisted Autonomous UAV Landing
  Mainak Mondal, Stanislav Shidlovskiy, Dmitriy Shashev
• Development of a Universal Pictographic Language Keyboard
  Polina Belimova, Saltanat Zhalimova, Alena Dzhumagulova
• Scientific Visualization System on a Chip with Tangible User Interface (short paper)
  Konstantin Ryabinin, Mariia Kolesnik
• Reliability-based Design of Network Structure Systems Using the Monte-Carlo Method (short paper)
  Aleksander Moshnikov
• Constructing K-d Tree on GPU through Treelet Restructuring (short paper)
  Vadim Bulavintsev, Dmitry Zhdanov
• Fast Intra Mode Decision Algorithm for HEVC Based on Block Textural Properties (short paper)
  Ban Doan and Andrey Alexandrovich Tropchenko
• Segmentation of Illuminated Areas of Light Using CNN and Large-Scale RGB+D Dataset for Augmented and Mixed Reality Systems (short paper)
  Maksim Sorokin, Dmitry Zhdanov, Andrey Zhdanov