Contents

Pattern Recognition and Image Analysis


Vol. 35, No. 4, 2025


PART 1. REGULAR PAPERS / Mathematical Theory of Pattern Recognition

On the Coordination of Nonstrict Preferences in Machine Learning

S. D. Dvoenko p. 579  abstract

On Interpretable Approaches to Cluster, Classify, and Represent Multisubspace Data via Minimum Lossy Coding Length Based on Rate-Distortion Theory

Kai-liang Lu and Avraham Chapman p. 588  abstract

Empirical Method for Assessing the Chirality of Objects in the Material World: From Molecular to Galactic Scales

M. N. Ustinin, E. A. Sapelnikov, and A. E. Sidorova p. 608  abstract


PART 1. REGULAR PAPERS / Mathematical Theory of Images and Signals Representing, Processing, Analysis, Recognition, and Understanding

A Multiscale Information-Growth Self-Attention Network for Single Image Deraining

Hu Bin, Yao Zhangyan, Li Jinhang, and Li Yuehua p. 624  abstract

An Integrated Approach to Vision Transformers: Leveraging Multiple Weight Selection for Small-Sized Dataset

Tien Dang and Khang Nguyen p. 633  abstract

Descriptive Image Analysis: Part V. On the Characterization of the Image Formalization Space As a Mathematical Object—Goals and Problems

I. B. Gurevich and V. V. Yashina p. 649  abstract

On Three Approximations to the Formal Definition of a Visual Image in an Arbitrary Visual Environment

Vadim Nikitovich Kozlov p. 657  abstract


PART 1. REGULAR PAPERS / Mathematical Theory of Images and Signals Representing, Processing, Analysis, Recognition and Understanding

Algorithms for Optimal Localization of Point-Impulse Sources with a Piecewise-Constant Probability Density Distribution

A. L. Reznik, A. A. Soloviev, I. Yu. Reznik, and R. M. Kozhevnikov p. 665  abstract


PART 1. REGULAR PAPERS / Mathematical Theory of Images and Signals Representing, Processing, Analysis, Recognition, and Understanding

Two-Stage Internal Prior Generative Adversarial Network for Single Image Superresolution

Khushboo Singla, Rajoo Pandey, and Umesh Ghanekar p. 674  abstract

A Comprehensive Review on Image De-Fencing Techniques

M. Varalakshmamma and Rajesh Gogineni p. 684  abstract


PART 1. REGULAR PAPERS / Pattern Recognition and Image Analysis Automated Systems, Hardware, and Software

A Deep Learning-Based Wet Waste Management System

Wenxiu Wang, Yifei Wu, and Wei Zhang p. 697  abstract


PART 1. REGULAR PAPERS / Application Problems

Investigating Recent Developments in Extended Visual Cryptography Schemes

Ambily C B and Thomas Monoth p. 704  abstract

Pixel-Level Intelligence for Rotation-Invariant Face Detection with Guided Deformable Attention

Bin Deng and Guanghui Deng p. 718  abstract

Geomagnetic Anomaly Detection Using the Method of the System of Approximation Models Based on Observations from Unmanned Aerial Vehicles

V. G. Getmanov and I. M. Aleshin p. 729  abstract

A Multiagent Multimodal Neural Architecture with Probabilistic Evidence Aggregation for Detecting Fake Messages

A. K. Gorshenin and M. A. Fedorov p. 741  abstract

An Investigation of Activation Functions and Hyperparameters in Long Short-Term Memory Network Architectures for Financial Time Series Forecasting

Mikhail Ivanovich Kumskov, Alina Rustiamovna Arslanova, and Anastasiia Gennadevna Makhova p. 754  abstract

Obstacle Detection for Rover Navigation Using Semantic Segmentation

Vladislav Valerievich Manosin, Mikhail Ivanovich Kumskov, and Vladimir Mikhailovich Budanov p. 768  abstract

A Deep Multialgorithm Facial Biometric System

Haider Mehraj and Ajaz Hussain Mir p. 776  abstract

Evolution of the Hyperspectral Index Using Ternary Particle Swarm Optimization for the Manure Classification in Hyperspectral Remote Sensing Images from Pasture Fields

Rajesh Reghunadhan and Arunraj Somarajan p. 788  abstract

A Fuzzy \(m_{x}^{*}\) Oscillation Based Approach of Face Detection for Images with Some Concealed Features

Srijita Barman Roy, Dipankar Deb, and Sharmistha Bhattacharya Halder p. 796  abstract

Identity Document Forgery Detection Using Haralick Texture Features

Dayanand G. Savakar, Raju Hiremath, and Anand Ghuli p. 808  abstract

Semantic Segmentation in Obstacle Detection for Rover Vehicles

A. A. Zhabitskaya, M. I. Kumskov, and I. V. Beschastnov p. 819  abstract

Deep Learning-Based Stability Identification of Acoustic Images for Muddy Submarine Channels

Yuchen Zhang and Cunyong Zhang p. 832  abstract


PART 2. PRIA JOURNAL SPECIAL ISSUE “CSIT-2025, Workshop LDMSPA-2025” / Preface

Special Issue “Selected Papers of the 15th International Conference Computer Science and Information Technologies, Workshop “Large Digital Models and Specific Pattern Analyses”

Levon Aslanyan, Hrachya Astsatryan, Hasmik Sahakyan, and Yuri Shoukourian p. 845  abstract


PART 2. PRIA JOURNAL SPECIAL ISSUE “CSIT-2025, Workshop LDMSPA-2025” / Plenary Papers

Recognition of k-Distance Monotone Boolean Functions

Hasmik Sahakyan and Levon Aslanyan p. 854  abstract

Quality Alerting System for Data Analysis in Data Lakes

Eliza Gyulgyulyan and Hrachya Astsatryan p. 862  abstract


PART 2. PRIA JOURNAL SPECIAL ISSUE “CSIT-2025, Workshop LDMSPA-2025” / Section Papers—Theoretical Advances

Probabilistic Pattern and Steady-State Analysis of Multiserver Queueing Model with Simultaneous Service

Vladimir Sahakyan and Artur Vardanyan p. 872  abstract

On Special Suborgraphs in Orgraphs with Large Semidegrees

Samvel Darbinyan p. 876  abstract

On Some Large Cap Sets

Iskandar Karapetyan and Karen Karapetyan p. 884  abstract

Concise Theoretical and Algorithmic Notes on Reachability Queries in Multilayer Graphs

Karen Gishyan p. 889  abstract


PART 2. PRIA JOURNAL SPECIAL ISSUE “CSIT-2025, Workshop LDMSPA-2025” / Section Paper—Systems and Applications

Vision-Based Hover Stabilization of Copter Unmanned Aerial Vehicles Using Raspberry Pi in the Absence of Global Navigation Satellite Systems

Agit Atashyan, Norayr Aslanyan, Vahagn Poghosyan, and Suren Poghosyan p. 893  abstract


PART 2. PRIA JOURNAL SPECIAL ISSUE “CSIT-2025, Workshop LDMSPA-2025” / Section Papers—Systems and Applications

Algorithmic Foundations for Distributed Task Coordination in Unmanned Aerial Vehicle Swarms via a Client–Server System

Artyom Lazyan, David Hayrapetyan, Suren Poghosyan, Yuri Shoukourian, and Vahagn Poghosyan p. 901  abstract

Analysis of Climate Anomalies in Armenia in 2024

Artur Gevorgyan, Hasmik Panyan, Yelena Khalatyan, Narine Piliposyan, Haykanush Azizyan, Vladimir Sahakyan, Levon Azizyan, Rita Abrahamyan, and Hrachya Astsatryan p. 907  abstract

Analysis of Convolutional Networks in the Classification of Radio-Frequency Images

V. Sargsyan, G. Mkrtchyan, E. Saroyan, and L. Aslanyan p. 917  abstract

Analysis of Deformable Convolutional Networks in the Classification of Radio-Frequency Images

V. Sargsyan, G. Mkrtchyan, E. Saroyan, and L. Aslanyan p. 929  abstract

Analyzing Image Patterns and Generating Text: Advances in Multilingual Vision-Language Transformers

Sergo Tsiramua, Hamlet Meladze, and Davit Bitmalkishev p. 940  abstract

Comparative Evaluation of Inertial Measurement Unit versus Vision Based Motion Capture

Minas Aslanyan p. 953  abstract

Optimizing Quantum Simulation of Multilevel Systems via Function-as-a-Service Platforms

Karen Arzumanyan, Roman Sahakyan, Romik Sargsian, Martin Astsatryan, Emil A. Gazazyan, and Hrachya Astsatryan p. 965  abstract

Earthquakes Pattern Recognition in Seismology Research

A. E. Kazarian, A. A. Kazarian, T. Yu. Magakian, G. A. Minasyan, A. O. Mkrtchyan, and V. G. Sahakyan p. 973  abstract

The Segmentation of Unmanned Aerial Vehicle-Derived Aerial Photographs to Identify Anthropogenic Changes

S. A. Buzmakov, L. S. Kuchin, N. A. Permyakov, and E. B. Zamyatina p. 980  abstract

From Natural Language to Ontology Graphs in Learning Expert Meaning Processing

Sedrak Grigoryan and Tigran Shahinyan p. 986  abstract

Multispectral Decomposition and Harmonic Networks for Efficient Solar Panel Inspection via Remote Sensing Imagery

Hayk Gasparyan p. 991  abstract

Robust Perception in Degraded Visual Environments: а Multimodal Enhancement Framework

Sargis Hovhannisyan p. 1003  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Preface

XII International Conference “Integrated Models and Soft Computing in Artificial Intelligence”

Vadim Vladimirovich Borisov, Boris Arkadievich Kobrinskii, and Aleksandr Georgievich Podvesovskii p. 1015  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 1 “Fuzzy Models, Soft Computing, Measurements, and Evaluations”

Incompleteness and Redundancy of Data in Decision-Making by an Expert System

Nikolay Alekseevich Blagosklonov and Boris Arkadievich Kobrinskii p. 1020  abstract

Polymorphic Hybridization of Fuzzy Situational and Cognitive Models for Intelligent Decision Support

Vadim Vladimirovich Borisov, Alexander Sergeevich Fedulov, and Svetlana Alexandrovna Fedulova p. 1027  abstract

Machine Learning Based on a Self-Organizing Fuzzy Neural Network and Reinforcement Learning

Alexander Pavlovich Eremeev, Maxim Dmitrievich Sergeev, and Vladimir Sergeevich Petrov p. 1034  abstract

Structural and Parametric Identification of Fuzzy Cognitive Maps: An Evolutionary Computation Approach

Ruslan Aleksandrovich Isaev and Aleksandr Georgievich Podvesovskii p. 1041  abstract

Designing Optimal Solutions in Multicriteria Problems with Interval Weights

Konstantin Nikolaevich Kudryavtsev and Pavel Konstantinovich Simakov p. 1049  abstract

On Pareto-Optimal Decisions in Multicriteria Problems with Fuzzy Information on the Importance of Criteria

Konstantin Nikolaevich Kudryavtsev and Maria Arkadyevna Ustyugova p. 1059  abstract

Investment Portfolio Risk Assessment and Management under Hybrid Uncertainty

Ilia Sergeevich Soldatenko and Alexander Vasilyevich Yazenin p. 1064  abstract

Development of a Method for Controlling Traffic Flows Based on an Agent-Based Approach

Gennady Evgenievich Veselov, Leonid Anatolyevich Gladkov, and Dmitry Maksimovich Elkin p. 1074  abstract

Quantum Interpretation of Fuzzy Models

Gulnara Erkinovna Yakhyaeva p. 1082  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 2 “Machine Learning, Neural Network Technologies and Probabilistic Models in Artificial Intelligence”

Large Language Models in Hybrid Intelligent Medical Systems

Alexey Averkin, Egor Volkov, and Sergey Yarushev p. 1090  abstract

On a Method of Rule Generalization for Data-Mining Problems

Dmitry Dobrynin p. 1094  abstract

Using Artificial Intelligence Methods to Study the Visual System

Anastasia Igorevna Medvedeva and Marina Viktorovna Kholod p. 1101  abstract

Intelligent Recognition Method for the Hip-Spine Syndrome

Ilya Igorevich Mishchanka, Anatoliy Vitalievich Aliaksandrau, and Maria Alexandrovna Shaluhova p. 1107  abstract

Welding Defect Detection Using Small Data

Anton Evgenievich Misnik and Eduard Aleksandrovich Kapelko p. 1113  abstract

Generating Strategies for Games with Complete Information Using Action Similarity

D. V. Vinogradov p. 1118  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 3 “Bioinspired Approaches, Evolutionary Models, Genetic Algorithms”

Procurement Planning in Budgetary Organizations Using Evolutionary Modeling

Vadim V. Borisov, Alena M. Sharaburka, and Tatsiana U. Mrochak p. 1125  abstract

Optimization of the Portfolio of Innovative Projects Using the Fuzzy Gray Wolves Algorithm

Maxim Iosifovich Dli, Olga Valentinovna Bulygina, and Tatiana Valentinovna Kakatunova p. 1132  abstract

Bioinspired Method of Agent Redistribution between Groups

Irina Petrovna Karpova p. 1138  abstract

Bioinspired Method for Solving Invariant Combinatorial–Logic Problems on Graphs

Oleg Borisovich Lebedev and Maxim Igorevich Beskhmelnov p. 1145  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 4 “Cognitive Models in Artificial Intelligence”

Large-Scale Social Media Text Analysis for Enhanced Decision Making

A. A. Kharlamov, A. N. Raskhodchikov, and M. A. Pilgun p. 1151  abstract

Cognitive Modeling and Representation of Causal Reasoning on the Spot Apparatus

N. A. Simonov p. 1161  abstract

Method of Data Concentration and Visualization Using an Example of Compiling a Consolidated Cognitive Map for Knowledge Diagnosis

V. A. Uglev and G. A. Smirnov p. 1168  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 5 “Data Mining, Knowledge Engineering and Ontology”

Peculiarities of Forensic Systems with Operations Related to Local and Global Similarities

Svetlana Markovna Gusakova p. 1178  abstract

Integration of Granular Structures into a Heterogeneous Multivariate Model for Joint Processing of Multimodal Data

Anna Vladimirovna Korobko p. 1184  abstract

Formalization of Heuristics for Social Typology Designing

Maria Anatolyevna Mikheyenkova p. 1193  abstract

Structural Transformations in meta-Associative Graphs and Ontologies Built on their Basis

Anton Evgenievich Misnik p. 1201  abstract

Reflection of Measurable Features in an Artificial Intelligence System

Artem Aleksandrovich Nikolaev and Boris Arkadievich Kobrinskii p. 1208  abstract

Some Capabilities of Using Causal Similarity Heuristics in Big Data Intelligent Analysis

Michael Ivanovich Zabezhailo p. 1214  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 6 “Hybrid Intelligent Systems”

Development of an Intelligent Decision Support System for Building Athletes’ Training Plans Based on Computer Vision Technology

D. G. Arseniev and M. A. Shalukhova p. 1220  abstract

A Model of Digital Trust in the Context of the Digitalization of Society

A. A. Azarov and T. V. Tulupyeva p. 1227  abstract

The Architectures of Decision Support Systems in Organizations Based on Neural Network Systems of Artificial Intelligence

A. A. Kulinich p. 1232  abstract

Simulation Modeling As an Important Tool in Building Dynamic Intelligent Systems

G. V. Rybina, V. Yu. Stepankov, and A. A. Grigoryev p. 1242  abstract


PART 3. PRIA JOURNAL SPECIAL ISSUE “IMSC-2024” / Section 7 “Intelligent Agents, Cyber-Physical Systems, Intelligent Industry”

Recording the Presence of Students in an Auditorium Using Facial Recognition in Video Stream Images

O. I. Fedyaev, I. A. Kolomoitseva, and A. A. Sukhanov p. 1250  abstract

Algorithm for the Interaction between Swarm Agents Based on the Concept of Thermal Motion of Atoms

E. A. Heiss, A. V. Kozyr, A. G. Efromeev, A. O. Oleynikov, and A. M. Maksimenko p. 1259  abstract

Movement of a Group of Unmanned Aerial Vehicles Using an Autonomous Intelligent Control System

O. B. Lebedev, B. K. Lebedev, and M. I. Beskhmelnov p. 1269  abstract

Knowledge Extraction from Texts of Company Requirements to Update University Department Discipline Syllabi

N. V. Meleshchenko and O. I. Fedyaev p. 1276  abstract

Intelligent Control of the Information and Measurement System in Welding Production

E. V. Zarauchatskaya and A. E. Misnik p. 1285  abstract