Contents

Pattern Recognition and Image Analysis


Vol. 35, No. 2, 2025


REGULAR PAPERS CONTRIBUTED TO PRIA JOURNAL / Mathematical Theory of Images and Signals Representing, Processing, Analysis, Recognition, and Understanding

Small Sample Classification and Regression for Time Series and Tabular Data Based on Deep Gaussian Mixture Models

A. K. Gorshenin, and A. M. Dostovalova p. 83  abstract


REGULAR PAPERS CONTRIBUTED TO PRIA JOURNAL / Application Problems

A Novel Approach for Medical Image Encryption Using Multiple Chaotic Maps and DNA Diffusion Operations

Sumangala Biradar, Prema T. Akkasaligar, and Sunanda Biradar p. 94  abstract

HybridNets: End-to-End Perception Network

V. T. Dat, N. V. H. Bao, and P. D. Hung p. 106  abstract

Adaptive Communication for Scalable Distributed AdaBoost Framework

Artur Oghlukyan p. 119  abstract

Accurate Thin Film Defect Detection Using Transformer and Guided Feature Fusion

Tao Yang, Qinghuan Liu, Huiyan Wang, and Shengjie Li p. 129  abstract


PRIA JOURNAL SPECIAL ISSUE XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers

Some Scientific Results of the XXVI International Conference DAMDID/RCDL-2024

Sergey Alexandrovich Stupnikov p. 141  abstract


XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers

Automated Feature Engineering-Based Approach for Micrococci Microscopic Image Classification and Taxonomic Characteristics Determination

Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Artem Nazarenko, Alexander Motyko, Egor Kotenko, Alexandra Dozorceva, Alina Dzestelova, Elena Mikhailova, and Valentin Malykh p. 148  abstract

Recognizing Plants and Their Diseases: Benchmarks for Multiclass and Multilabel Classification

A. S. Shiyan, I. D. Kozlov, I. R. Baimuratov, and N. A. Zhukova p. 159  abstract

Modernized Nonlocal Blocks for Infrared Camera Image Segmentation of the Human Eye

Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Artem Nazarenko, Alexander Motyko, Elena Mikhailova, Egor Kotenko, Alina Dzestelova, and Valentin Malykh p. 169  abstract

Reading Progress Tracking Using Convolutional Neural Networks on High-Noise Eye-Tracking Data

A. I. Shangareev, and S. A. Stupnikov p. 179  abstract


XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers

A Study of Robust Partial Correlation between Electroencephalogram Connectivity and Human Arithmetic Abilities

Anastasiia Yurievna Timofeeva, Tatiana Vladimirovna Avdeenko, and Sergei Sergeevich Alkov p. 189  abstract


XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers

Diagnostics of Cardiovascular Diseases Using Recurrent and Convolutional Neural Networks

V. V. Kuznetsov, V. A. Moskalenko, and N. Yu. Zolotykh p. 201  abstract

ADSAR: Advanced Dual-Stream Attention and Reweighting for Small Object Detection

Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alexander Motyko, Egor Kotenko, Alina Dzestelova, Elena Mikhailova, and Valentin Malykh p. 211  abstract


XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers

Cluster Data Analysis for Optimization of Parameters of Object Detection Algorithms by Mobile Neural Network Models

P. O. Arkhipov, S. L. Philippskikh, and M. V. Tsukanov p. 219  abstract

Schema Matching Using Federated Learning on a Hybrid Feature Set

Andrey Vladimirovich Shepelev, and Sergey Alexandrovich Stupnikov p. 225  abstract