Vol. 31, No. 1, 2021

Pattern Recognition and Image Analysis

A Single Image Super-Resolution Algorithm Based on Dense Residual Convolutional Network

Liu Chengming, Duan Junyi and Pang Haibo p. 1 abstract

Multi-Modal Image Registration Based on Local Self-Similarity and Bidirectional Matching

J. Dou, Q. Qin and Z. Tu p. 7 abstract

A Hybrid Single Image Super-Resolution Technique Using Fractal Interpolation and Convolutional Neural Network

Garima Pandey and Umesh Ghanekar p. 18 abstract

A Survey on the Usage of Pattern Recognition and Image Analysis Methods for the Lifestyle Improvement on Low Vision and Visually Impaired People

M. Anitha, V. D. Ambeth Kumar, S. Malathi, V. D. Ashok Kumar, M. Ramakrishnan, Abhishek Kumar and Rashid Ali p. 24 abstract

Impact of Total Variation Regularization on Character Segmentation from Historical Stone Inscriptions

H. T. Chandrakala, G. Thippeswamy and Roshan Joy Martis p. 35 abstract

Model for Enhancement and Segmentation of Magnetic Resonance Images for Brain Tumor Classification

A. M. Chikhalikar and N. V. Dharwadkar p. 49 abstract

Performance Analysis of State of the Art Convolutional Neural Network Architectures in Bangla Handwritten Character Recognition

Tapotosh Ghosh, Min-Ha-Zul Abedin, Hasan Al Banna, Nasirul Mumenin and Mohammad Abu Yousuf p. 60 abstract

Iris Recognition Based on Fine-Tune SquIrisNet

Guang Huo, Huan Guo, Yangrui Zhang, Yuanning Liu, Qi Zhang and Wenyu Li p. 72 abstract

Multi-Source Heterogeneous Iris Recognition Using Stacked Convolutional Deep Belief Networks-Deep Belief Network Model

Guang Huo, Qi Zhang, Yangrui Zhang, Yuanning Liu, Huan Guo and Wenyu Li p. 81 abstract

Partially Supervised Kernel Induced Rough Fuzzy Clustering for Brain Tissue Segmentation

Nur Alom Talukdar and Anindya Halder p. 91 abstract

Multi-Task Deep Neural Networks for Joint Sarcasm Detection and Sentiment Analysis

Chunyan Yin, Yongheng Chen and Wanli Zuo p. 103 abstract

Multiple Copy-Move Forgery Detection Based on Density Clustering

X. H. Zhou and Q. J. Shi p. 109 abstract

Development and Current State of the Scientific Direction “Pattern Recognition and Image Processing” in Belarus

S. V. Ablameyko and V. V. Krasnoproshin p. 117 abstract

Analysis of Digital Images in Order to Control the Manufacturing of Integrated Circuits

A. A. Doudkin and A. V. Inyutin p. 119 abstract

Deep Neural Networks: Selected Aspects of Learning and Application

V. A. Golovko, A. A. Kroshchanka and E. V. Mikhno p. 132 abstract

Biomedical Image Recognition in Pulmonology and Oncology with the Use of Deep Learning

V. A. Kovalev, V. A. Liauchuk, D. M. Voynov and A. V. Tuzikov p. 144 abstract

Pattern Recognition: Theoretical Research Experience and Applications

V. V. Krasnoproshin and V. A. Obraztsov p. 163 abstract

Analysis of the Dynamical Biological Objects of Optical Microscopy

S. Ye, O. Nedzvedz, A. Nedzvedz, T. Ren, H. Chen and S. Ablameyko p. 172 abstract