Contents

Pattern Recognition and Image Analysis

Vol. 32, No. 2, 2022

PRIA Journal Special Issue Scientific Summary of the 15th International Conference on Pattern Recognition and Information Processing (PRIP-2021), Minsk, Republic of Belarus, September 2021

On Some Scientific Results of the 15th International Conference PRIP-2021

S. V. Ablameyko, I. B. Gurevich, V. V. Krasnoproshin, A. Tuzikov and V. V. Yashina p. 249  abstract

Selected Papers of PRIP-21

Detection of Appearance and Behavior Anomalies in Stationary Camera Videos Using Convolutional Neural Networks

H. Chen, R. Bohush, I. Kurnosov, G. Ma, Y. Weichen and S. Ablameyko p. 254  abstract

Algorithms and Systems of Machine Vision in Integrated Circuit Manufacturing Technology

A. A. Dudkin, A. A. Voronov and S. M. Awakaw p. 266  abstract

Sequential Decision Rules for Statistical Discrimination of Patterns in Stochastic Data

A. Kharin and Ton That Tu p. 277  abstract

A New Approach to Building a Graphics Pipeline for Rendering

V. Krasnoproshin and D. Mazouka p. 282  abstract

Method for Reducing Neural-Network Models of Computer Vision

A. A. Kroshchanka, V. A. Golovko and M. Chodyka p. 294  abstract

Describing Motion of Dynamic Objects for a Moving Camera

O. V. Nedzved, S. V. Ablameyko, I. B. Gurevich, V. V. Yashina, Tiaojuan Ren and Fangfang Ye p. 301  abstract

Segmentation of Pigment Signs in Fundus Images with a Hybrid Approach: A Case Study

Mara Sangiovanni, Nadia Brancati, Maria Frucci, Luigi Di Perna, Francesca Simonelli and Daniel Riccio p. 312  abstract

A Universal Retinal Image Template for Automated Screening of Diabetic Retinopathy

V. V. Starovoitov, Yu. I. Golub and M. M. Lukashevich p. 322  abstract

Shadow Detection on Urban Satellite Images Based on Building Texture

Shiping Ye, Alexander Nedzved, Chaoxiang Chen, Huafeng Chen, Aliaksandr Leunikau and Alexei Belotserkovsky p. 332  abstract

Pattern Recognition and Image Analysis Automated Systems, Hardware and Software

Multi-Scale Attention and Encoder-Decoder Network for Video Saliency Object Detection

Hongbo Bi, Huihui Zhu, Lina Yang and Ranwan Wu p. 340  abstract

A Novel Convolutional Neural Network Based Architecture for Object Detection and Recognition with an Application to Traffic Sign Recognition from Road Scenes

R. Karthika and Latha Parameswaran p. 351  abstract

Application Problems

Feature Extraction and Classification of Digital Kidney Ultrasound Images: A Hybrid Approach

Sunanda Biradar, Prema T. Akkasaligar and Sumangala Biradar p. 363  abstract

Scalable Semi-Supervised Clustering for Face Recognition with Insufficient Labelled Samples

S. Nish Chandran and Durgaprasad Gangodkar p. 373  abstract

Adaptive Graph Attention Network in Person Re-Identification

L. D. Duy and P. D. Hung p. 384  abstract

Multi-Scale Pixel-Attention Feedback Link Network for Single Image Super-Resolution

Yanliang Ge, Shuang Tan, Hongbo Bi and Xiaoxiao Sun p. 393  abstract

Convolutional Neural Network and Histogram of Oriented Gradient Based Invariant Handwritten MODI Character Recognition

Savitri Jadhav and Vandana Inamdar p. 402  abstract

Power Spectral Fractal Dimension and Wavelet Features for Mammogram Analysis: A Machine Learning Approach

A. Renjini, M. S. Swapna, Vimal Raj, Babatunde S. Emmanuel and S. Sankararaman p. 419  abstract

Action Anticipation in First-Person Videos with Self-Attention Based Multi-Modal Network

Jie Shao and Chen Mo p. 429  abstract

Multi-Scale Attention Generative Adversarial Network for Single Image Rain Removal

Wanwei Wang p. 436  abstract

Research on Face-Voiceprint Correspondence Learning with Aux-Output Supervised Convolution Neural Network

Cong Yanping and Cao Linlin p. 448  abstract