Vol. 32, No. 3, 2022

Pattern Recognition and Image Analysis

Obituary

p. 457 abstract

PRIA Journal Special Issue: Proceedings of the 8th International Workshop “Image Mining: Theory and Applications” (IMTA-VIII-2022), Montreal, Canada, August 21, 2022 within the Framework of the 26th International Conference on Pattern Recognition, Montreal, Canada, August 21–25, 2022

On Some Scientific Results of the IMTA-VIII-2022: 8th International Workshop “Image Mining: Theory and Applications”

Igor B. Gurevich, Davide Moroni, Maria Antonietta Pascali and Vera V. Yashina p. 460 abstract

Keynote Papers of the 8th International Workshop “Image Mining. Theory and Applications”

Meta-Learning Approach in Diffractive Lens Computational Imaging

V. V. Evdokimova, S. A. Bibikov and A. V. Nikonorov p. 466 abstract

On Modeling Descriptive Image Analysis Procedures on a Specialized Turing Machine

I. B. Gurevich and V. V. Yashina p. 469 abstract

Application of Artificial Intelligence in Ophthalmology for the Diagnosis and Treatment of Eye Diseases

N. Yu. Ilyasova and N. S. Demin p. 477 abstract

Visualization of Whole Slide Histological Images with Automatic Tissue Type Recognition

A. V. Khvostikov, A. S. Krylov, I. A. Mikhailov and P. G. Malkov p. 483 abstract

Selected Papers of the 8th International Workshop “Image Mining. Theory and Applications”

Combining Text and Image Analysis Methods for Solving Multimodal Classification Problems

N. A. Andriyanov p. 489 abstract

Development of a Productive Transport Detection System Using Convolutional Neural Networks

N. A. Andriyanov, V. E. Dementiev and A. G. Tashlinskiy p. 495 abstract

Perceptual Images Compression Based on a System of Receptive Fields

V. Antsiperov p. 501 abstract

Building an Ensemble of Convolutional Neural Networks for Classifying Panoramic Images

P. O. Arkhipov and S. L. Philippskih p. 511 abstract

Classification with Incomplete Probabilistic Labeling Based on Manifold Regularization and Fuzzy Clustering Ensemble

V. B. Berikov and A. A. Vikent’ev p. 515 abstract

Exploring Ensembling in Deep Learning

A. Bruno, M. Martinelli and D. Moroni p. 519 abstract

Recovering Missing Values of Paired Comparisons

S. D. Dvoenko p. 522 abstract

Images Recognition with Selection of Informative Subspaces by Conjugacy Criterion

V. A. Fursov p. 528 abstract

Research and Development of the Method for Automating the Diagnostic Analysis of Human Fundus Images Produced by Optical Coherent Tomography Angiography

I. B. Gurevich, V. V. Yashina and A. T. Tleubaev p. 533 abstract

Scale-Invariant Feature Transform Improvement for Problems of Recognition of Similar Images

K. A. Kachalov and S. S. Kharchenko p. 545 abstract

A Reliable Image Quality Assessment Metric: Evaluation Using Camera Impacts

Roopdeep Kaur, Gour Karmakar and Feng Xia p. 551 abstract

An Object in an Image as a Dynamically Structured Pixel Set

M. Kharinov p. 561 abstract

Information-Theoretic Lower Bounds to Error Probability for the Models of Noisy Discrete Source Coding and Object Classification

M. M. Lange and A. M. Lange p. 570 abstract

Scanned Plant Leaves Boundary Detection in the Presence of a Colored Shadow

D. V. Liakhov, N. S. Mityugov, I. A. Gracheva, A. V. Kopylov, O. S. Seredin and Kh. P. Tiras p. 575 abstract

Recognition of Congestive Heart Failure Based on a Complex Correlation Measure of the Heart Rate Signal

L. A. Manilo and D. U. Kholmatov p. 586 abstract

A Self-Attention Based Wasserstein Generative Adversarial Networks for Single Image Inpainting

Yuanxin Mao, Tianzhuang Zhang, Bo Fu and Dang N. H. Thanh p. 591 abstract

A New Quality Measure for Image Segmentation Based on Combination of Information Redundancy and Variation of Information

D. M. Murashov p. 600 abstract

A Feature Fusion Technique for Dimensionality Reduction

E. Myasnikov p. 607 abstract

Linear Blur Parameters Estimation Using a Convolutional Neural Network

A. V. Nasonov and A. A. Nasonova p. 611 abstract

Convex Hull Proximity Estimation for Machine Learning Problems

A. P. Nemirko p. 616 abstract

Spectral Method for Detecting Inexact Repeats in Character Sequences

A. N. Pankratov and N. M. Pankratova p. 622 abstract

Affine Registration of Histological Images Using Transformer-Based Feature Matching

V. A. Pyatov and D. V. Sorokin p. 626 abstract

An Automated Analysis Tool for the Classification of Sea Surface Temperature Imagery

M. Reggiannini, O. Papini and G. Pieri p. 631 abstract

Software and Combinatorial-Probabilistic Tools for the Analysis of Random Point Structures

A. L. Reznik and A. A. Soloviev p. 636 abstract

Multidimensional Analogs of Image Analysis Tools in the Problems of Detecting Hidden Regularities

V. Ryazanov and A. Vinogradov p. 639 abstract

One-Staged Attention-Based Neoplasms Recognition Method for Single-Channel Monochrome Computer Tomography Snapshots

A. Samarin, A. Savelev, A. Toropov, A. Dzestelova, V. Malykh, E. Mikhailova and A. Motyko p. 645 abstract

Trainable Agents Movement Strategies for Advertising Sign Visual Descriptors

A. Samarin, A. Savelev, A. Toropov, A. Dzestelova, V. Malykh, E. Mikhailova and A. Motyko p. 651 abstract

Extracting Knowledge from Images of Meanders and Spirals in the Diagnosis of Patients with Parkinson’s Disease

K. Sarin, I. Hodashinsky and M. Svetlakov p. 658 abstract

Audio-Visual Continuous Recognition of Emotional State in a Multi-User System Based on Personalized Representation of Facial Expressions and Voice

A. V. Savchenko and L. V. Savchenko p. 665 abstract

Jaccard Index-Based Detection of Order 2 Rotational Quasi-Symmetry Focus for Binary Images

O. Seredin, D. Liakhov, O. Kushnir and N. Lomov p. 672 abstract

Representation Learning for Electroencephalogram-Based Biometrics Using Holo-Hilbert Spectral Analysis

M. Svetlakov, I. Hodashinsky and K. Sarin p. 682 abstract

Generation and Reconstruction of Human Face

S. I. Vyatkin and B. S. Dolgovesov p. 689 abstract

Pattern Recognition and Image Analysis Automated Systems, Hardware and Software

An Effective Multimodal Biometric System Based on Textural Feature Descriptor

Neeru Bala, Rashmi Gupta and Anil Kumar p. 695 abstract

Application Problems

Research and Development of Deep Learning Algorithms for the Classification of Pneumonia Type and Detection of Ground-Glass Loci on Radiological Images

A. V. Emchinov and V. V. Ryazanov p. 707 abstract

Application of Indicator Matrices for the Recognition of Local Anisotropies of Muon Fluxes in Time Series of Matrix Observations of the URAGAN Hodoscope