Vol. 34, No. 4, 2024
Image Mining: Current Trends in Theory and Applications
p. 893 abstract
Mining Handwriting Images to Predict Alzheimer’s
p. 902 abstract
Advanced Image Captioning Using Object Detectors and Large Language Models
p. 909 abstract
Decoding Neuromorphic Codes of Images in the Marr’s Paradigm
p. 913 abstract
The Using of Satellite Images to Evaluate Vegetation Processes Based on Cloud Detection
p. 918 abstract
Recognition of Specific Genome Regions Using Machine Learning Methods
p. 924 abstract
On New Clustering Possibilities of Paired Comparisons
p. 930 abstract
Detection of Repeated Structures in an Image Based on Topological Data Analysis
p. 936 abstract
Matrix Operations on Structural Components of an Image after Topological Decomposition
p. 940 abstract
A Deep Learning Approach to Antigenic Modeling for Rapidly Mutating Viruses
p. 945 abstract
Algorithmic Software Package for Automated Diagnostic Analysis of Human Fundus Images Obtained by Optical Coherence Tomography Angiography: Version 2.0
p. 951 abstract
Multialgorithmic Hierarchical Image Analysis System: Architecture and Analysis Model
p. 959 abstract
Hybrid Methods for Extracting Fuzzy Classification Rules from Mixed Data
p. 966 abstract
Addressing Janus Issue in Text-to-3D via Orientation-Controlled Diffusion Models
p. 971 abstract
You’ve Got the Wrong Number: Evaluating Deep Learning Training Paradigms Using Handwritten Digit Recognition Data
p. 978 abstract
Technology of Morphometric Analysis of Vertebral Bodies in Patients with Osteoporosis Using Computed Tomography Images
p. 984 abstract
Algorithm for Morphological Analysis of Brain Magnetic Resonance Imaging Images in the Task of Differential Diagnosis of Primary Tumors
p. 990 abstract
Algorithm for Evaluation of Vertebral Body Deformity for Detection of Osteoporosis Using Computed Tomography Data
p. 995 abstract
Emotion Recognition Method Based on Multiscale Attention Residual Network
p. 1000 abstract
Adversarial Augmentation Can Improve Adversarial Robustness Better Than Double the Labeled Data
p. 1007 abstract
Ventricular Arrhythmia Classification Using Classical and Neural Network Approaches
p. 1015 abstract
Compact Representations of Hyperspectral Images Based on the Fusion of Neural Network and Spectral Features
p. 1021 abstract
Approximation Models of Inexact Repeats in Spatial Conformations of Proteins
p. 1026 abstract
Advancing Automated Detection of Nephrops norvegicus Burrows in Underwater Television Surveys through Machine Learning
p. 1030 abstract
Revealing Personality through Handwriting: A Fusion of Graphology and Machine Learning Techniques
p. 1037 abstract
Lightweight Image Preprocessing Model for Improving Microorganism Detection in Microscopic Scenes
p. 1044 abstract
Specialized Image Descriptors Adaptation for Polyp Recognition over Endoscopic Images
p. 1053 abstract
Unifying Human Pose Estimation in the Fall Detection Problem
p. 1061 abstract
Method of Feature Vectors Aggregation for Set-Based Face Recognition
p. 1074 abstract
Revealing Earth’s Blueprint: Influence of Global Surface Water Probability in Flood Classification Using Synthetic Aperture Radar
p. 1081 abstract
Integral Observables in Problems of Indirect Detection of Hidden Patterns
p. 1088 abstract
Determining Optimal Granularity for Effective Handwriting Analysis
p. 1093 abstract
Clothing Image Retrieval Algorithm Using YOLOv8 and Attention Model
p. 1105 abstract
Numerical Differentiation with Neural Operators in a Noisy Environment
p. 1111 abstract
Iterative Reconstruction of an Aluminum Piston by Simultaneous Algebraic Reconstruction Technique Method Using Graphic Processor
p. 1118 abstract
The 21st All-Russian Conference with International Participation “Mathematical Methods of Pattern Recognition” (MMPR-2023)
p. 1125 abstract
Neuromorphic Image Coding/Decoding Based on Sampling Estimates of the Local Contrast
p. 1129 abstract
Information-Theoretic Lower Bounds to an Average Distortion for the Models of Coding Independent Continuous Letters and Estimating a Distribution Parameter
p. 1141 abstract
About One Robust Variant of Principal Component Analysis
p. 1150 abstract
Harmonic Averaging in Classifier Quality Assessment
p. 1160 abstract
Using the Out-of-Bag Model in the Cross-Validation Procedure
p. 1172 abstract
Generation of Optimal Approximations of Color Images
p. 1177 abstract
Stroke Segmentation of Handwritten Text Based on Medial Representation
p. 1185 abstract
Optimizing Resolution in a Scanning Tunneling Microscope: Mathematical Approaches and Experimental Results
p. 1192 abstract
Models of Representation of Environmental Objects Based on Hyperspectral Survey Data
p. 1203 abstract
Segmentation of Buildings in Aerial Photographs Using Graph Convolutional Networks
p. 1216 abstract
Method of Natural Data Analysis and Anomaly Detection Based on a Collective of NARX Neural Networks
p. 1223 abstract
Method for Human Identification Based on Radiological Head Images and Its Robustness to Distortions
p. 1233 abstract
Optimization of Face Recognition Systems for Implementation in Embedded Systems
p. 1245 abstract
The Impact of Enriching Electroencephalogram in Spatial Metadata on Interpretability and Generalization Ability of Graph Neural Networks
p. 1255 abstract
Evaluation of Dynamic Changes in Relative Cross-sectional Area of the Carotid Artery Based on Ultrasound Images
p. 1264 abstract
Methods of Intelligent Data Analysis in Hive State Assessment Problem
p. 1271 abstract
Description of the Basic Elements of a Metagraph Model Using the Granular-Protographic Approach
p. 1281 abstract
Point-Reconstruction-Network: 3D Point Cloud Reconstruction from a Single Image
p. 1288 abstract
A Query Language for Extended Semantic Networks
p. 1296 abstract
Methods for Binarization of Metaheuristic Algorithms for Constructing Compact Fuzzy Classifiers of Medical Data
p. 1303 abstract
Real-Time Smoke Detection in Video Based on Two-Step Selection of Regions of Interest and Directional Movement Analysis
p. 1323 abstract