Pattern Recognition and Image Analysis

Obituary

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, Vera V. Yashina

Meta-Learning Approach in Diffractive Lens Computational Imaging

V. V. Evdokimova, S. A. Bibikov, A. V. Nikonorov

On Modeling Descriptive Image Analysis Procedures on a Specialized Turing Machine

I. B. Gurevich, V. V. Yashina

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

N. Yu. Ilyasova, N. S. Demin

Visualization of Whole Slide Histological Images with Automatic Tissue Type Recognition

A. V. Khvostikov, A. S. Krylov, I. A. Mikhailov, P. G. Malkov

Combining Text and Image Analysis Methods for Solving Multimodal Classification Problems

N. A. Andriyanov

Development of a Productive Transport Detection System Using Convolutional Neural Networks

N. A. Andriyanov, V. E. Dementiev, A. G. Tashlinskiy

Perceptual Images Compression Based on a System of Receptive Fields

V. Antsiperov

Building an Ensemble of Convolutional Neural Networks for Classifying Panoramic Images

P. O. Arkhipov, S. L. Philippskih

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

V. B. Berikov, A. A. Vikent’ev

Exploring Ensembling in Deep Learning

A. Bruno, M. Martinelli, D. Moroni

Recovering Missing Values of Paired Comparisons

S. D. Dvoenko

Images Recognition with Selection of Informative Subspaces by Conjugacy Criterion

V. A. Fursov

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, A. T. Tleubaev

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

K. A. Kachalov, S. S. Kharchenko

A Reliable Image Quality Assessment Metric: Evaluation Using Camera Impacts

Roopdeep Kaur, Gour Karmakar, Feng Xia

An Object in an Image as a Dynamically Structured Pixel Set

M. Kharinov

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

M. M. Lange, A. M. Lange

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, Kh. P. Tiras

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

L. A. Manilo, D. U. Kholmatov

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

Yuanxin Mao, Tianzhuang Zhang, Bo Fu, Dang N. H. Thanh

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

D. M. Murashov

A Feature Fusion Technique for Dimensionality Reduction

E. Myasnikov

Linear Blur Parameters Estimation Using a Convolutional Neural Network

A. V. Nasonov, A. A. Nasonova

Convex Hull Proximity Estimation for Machine Learning Problems

A. P. Nemirko

Spectral Method for Detecting Inexact Repeats in Character Sequences

A. N. Pankratov, N. M. Pankratova

Affine Registration of Histological Images Using Transformer-Based Feature Matching

V. A. Pyatov, D. V. Sorokin

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

M. Reggiannini, O. Papini, G. Pieri

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

A. L. Reznik, A. A. Soloviev

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

V. Ryazanov, A. Vinogradov

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, A. Motyko

Trainable Agents Movement Strategies for Advertising Sign Visual Descriptors

A. Samarin, A. Savelev, A. Toropov, A. Dzestelova, V. Malykh, E. Mikhailova, A. Motyko

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

K. Sarin, I. Hodashinsky, M. Svetlakov

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

A. V. Savchenko, L. V. Savchenko

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

O. Seredin, D. Liakhov, O. Kushnir, N. Lomov

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

M. Svetlakov, I. Hodashinsky, K. Sarin

Generation and Reconstruction of Human Face

S. I. Vyatkin, B. S. Dolgovesov

An Effective Multimodal Biometric System Based on Textural Feature Descriptor

Neeru Bala, Rashmi Gupta, Anil Kumar

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, V. V. Ryazanov

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

V. G. Getmanov, V. E. Chinkin, A. D. Gvishiani, M. N. Dobrovolsky, R. V. Sidorov, A. A. Soloviev, I. I. Yashin, A. N. Dmitrieva, A. A. Kovylyaeva