Contents

Pattern Recognition and Image Analysis

Vol. 31, No. 2, 2021

Mathematical Theory of Pattern Recognition

Rank Aggregation Based on New Types of the Kemeny’s Median

S. D. Dvoenko and D. O. Pshenichny p. 185  abstract

On Nonlinear Transformations of Features Based on the Functions of Objects Belonging to Classes

N. A. Ignatiev p. 197  abstract

Nearest Convex Hull Classification Based on Linear Programming

Anatoly Nemirko and José H. Dulá p. 205  abstract

Mathematical Theory of Images and Signals Representing, Processing, Analysis, Recognition and Understanding

Efficient Residual Neural Network for Semantic Segmentation

Bin Li, Junyue Zang and Jie Cao p. 212  abstract

An Improved Corner Detector Based on the Skeleton for Texture Image

Jinda Liu and Hongxing Pei p. 221  abstract

Application Problems

Dilated Volumetric Network: an Enhanced Fully Convolutional Network for Volumetric Prostate Segmentation from Magnetic Resonance Imaging

Aman Agarwal, Aditya Mishra, Madhushree Basavarajaiah, Priyanka Sharma and Sudeep Tanwar p. 228  abstract

Use of Sentinel-1 Dual Polarization Multi-Temporal Data with Gray Level Co-Occurrence Matrix Textural Parameters for Building Damage Assessment

Asset Akhmadiya, Nabi Nabiyev, Khuralay Moldamurat, Kanagat Dyussekeyev and Sabyrzhan Atanov p. 240  abstract

Recognition of Hasta Mudra Using Star Skeleton—Preservation of Buddhist Heritage

Gopa Bhaumik and Mahesh Chandra Govil p. 251  abstract

Estimation of People Movement in Video Based on Optical Flow Block Method and Motion Maps

H. Chen, R. P. Bohush, Ch. Chen and S. V. Ablameyko p. 261  abstract

Unsafe Construction Behavior Classification Using Deep Convolutional Neural Network

P. D. Hung and N. T. Su p. 271  abstract

Spoofed Facial Presentation Attack Detection by Multivariate Gradient Descriptor in Micro-Expression Region

Dhiman Karmakar, Puja Mukherjee and Madhura Datta p. 285  abstract

Water Recognition and Segmentation in the Environment Using a Spatiotemporal Approach

Anass Mançour-Billah, Abdenbi Abenaou, El Hassan Ait Laasri and Driss Agliz p. 295  abstract

Comparative Analysis of COVID-19 X-ray Images Classification Using Convolutional Neural Network, Transfer Learning, and Machine Learning Classifiers Using Deep Features

Rekha Rajagopal p. 313  abstract

Development and Testing of Algorithms for Vehicle Type Recognition and Car Tracking with Photo and Video Traffic Enforcement Cameras

S. M. Staroletov, M. A. Laptev and D. V. Nekrasov p. 323  abstract

Performance Assessment of EyeNet Model in Glaucoma Diagnosis

G. Suguna and R. Lavanya p. 334  abstract

Algorithm for Statistical Analysis of Multispectral Survey Data to Identify the Anthropogenic Impact of the 19th Century on the Natural Environment

A. G. Zlobina, A. S. Shaura, I. V. Zhurbin and A. I. Bazhenova p. 345  abstract