Pattern Recognition and Information Processing: 14th International Conference, PRIP 2019, Minsk, Belarus, May 21–23, 2019, Revised Selected Papers ... in Computer and Information Science, 1055)

This book constitutes the refereed proceedings of the 14th International Conference on Pattern Recognition and Information Processing, PRIP 2019, held in Minsk, Belarus, in May 2019. The 25 revised full papers were carefully reviewed and selected from 120 submissions. The papers of this volume are organized in topical sections on pattern recognition and image analysis; information processing and applications. Front Matter ....Pages i-xi Front Matter ....Pages 1-1 Recent Progress in Computer-Vision-Based Human Activity Recognition and Related Areas (Gerhard Rigoll)....Pages 3-7 Robots’ Vision Humanization Through Machine-Learning Based Artificial Visual Attention (Kurosh Madani)....Pages 8-19 Reliability Analysis Based on Incompletely Specified Data (Elena Zaitseva, Vitaly Levashenko, Peter Sedlacek)....Pages 20-32 Front Matter ....Pages 33-33 Brands and Caps Labeling Recognition in Images Using Deep Learning (Vladimir Golovko, Aliaksandr Kroshchanka, Egor Mikhno)....Pages 35-51 Image Semantic Segmentation Based on Convolutional Neural Networks for Monitoring Agricultural Vegetation (Valentin Ganchenko, Alexander Doudkin)....Pages 52-63 Possible Methodological Options for Development of Pattern Recognition Theory (Vladimir Obraztsov, Moqi Sun)....Pages 64-73 Irrelation of Mathematical and Functional Aspects of Descriptive Image Algebras with One Ring Operations Interpretability (Igor Gurevich, Vera Yashina)....Pages 74-85 Cell Nuclei Counting and Segmentation for Histological Image Analysis (Maryna Lukashevich, Valery Starovoitov)....Pages 86-97 Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training (Vassili Kovalev, Siarhei Kazlouski)....Pages 98-107 Nearest Convex Hull Classifier with Simplified Proximity Measurement (Anatoly Nemirko)....Pages 108-118 Shadow Detection in Satellite Images by Computing Its Characteristics (Ye Shiping, Henadzi Stantchik, Chen Chaoxiang, Olga Nedzved, Bai Zhicanirst, Sergey Ablameyko et al.)....Pages 119-133 Method of Creating the 3D Face Model of Character Based on Textures Maps Module (Denys Zolotukhin, Anatoliy Sachenko, Artur Hermanowich, Myroslav Komar, Pavlo Bykovyy)....Pages 134-146 Thresholding Neural Network Image Enhancement Based on 2-D Non-separable Quaternionic Filter Bank (Vladislav V. Avramov, Eugene V. Rybenkov, Nick A. Petrovsky)....Pages 147-161 Front Matter ....Pages 163-163 Semantic-Based Linguistic Platform for Big Data Processing (A. Bobkov, S. Gafurov, Viktor Krasnoproshin, H. Vissia)....Pages 165-179 Video-Based Content Extraction Algorithm from Bank Cards for iOS Mobile Devices (Rykhard Bohush, Alexander Kurilovich, Sergey Ablameyko)....Pages 180-191 Detection of Bulbar Dysfunction in ALS Patients Based on Running Speech Test (Maxim Vashkevich, Artyom Gvozdovich, Yuliya Rushkevich)....Pages 192-204 Fuzzy Morphological Filters for Processing of Printed Circuit Board Images (Alexander Inyutin, Alexander Doudkin)....Pages 205-215 FPGA Based Arbiter Physical Unclonable Function Implementation with Reduced Hardware Overhead (Alexander A. Ivaniuk, Siarhei S. Zalivaka)....Pages 216-227 Automatic Analysis of Moving Particles by Total Internal Reflection Fluorescence Microscopy (Olga Nedzved, Luhong Jin, Alexander Nedzved, Wanni Lin, Sergey Ablameyko, Yingke Xu)....Pages 228-239 Equipment Condition Identification Based on Telemetry Signal Clustering (Alexander Eroma, Andrei Dukhounik, Oleg Aksenov, Yauheni Marushko)....Pages 240-253 Temporal Convolutional and Recurrent Networks for Image Captioning (Natalia Iskra, Vitaly Iskra)....Pages 254-266 Modeling of Intelligent Systems Architecture Based on the Brain Topology (Oleg Baranovski, Viktor Krasnoproshin, Alexander Valvachev)....Pages 267-279 Performance of Sequential Tests for Random Data Monitoring Under Distortion (Alexey Kharin)....Pages 280-288 Robust Person Tracking Algorithm Based on Convolutional Neural Network for Indoor Video Surveillance Systems (Rykhard Bohush, Iryna Zakharava)....Pages 289-300 Influence of Control Parameters and the Size of Biomedical Image Datasets on the Success of Adversarial Attacks (Vassili Kovalev, Dmitry Voynov)....Pages 301-311 Back Matter ....Pages 313-313