Contents

Pattern Recognition and Image Analysis

Vol. 32, No. 1, 2022

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

Object Detection in Video Surveillance Based on Multiscale Frame Representation and Block Processing by a Convolutional Neural Network

Rykhard Bohush, Guangdi Ma, Yang Weichen and Sergey Ablameyko p. 1  abstract

A Conspectus of Deep Learning Techniques for Single-Image Super-Resolution

Garima Pandey and Umesh Ghanekar p. 11  abstract

Block Matching Algorithms for the Estimation of Motion in Image Sequences: Analysis

K. Srinivas Rao and A. V. Paramkusam p. 33  abstract

An Efficient Multilevel Transform-Domain Partial Distortion Search Algorithm

Kiran Kumar Vemula and S. Neeraja p. 45  abstract

Probabilistic Matrix Factorization for Visual Tracking

Xinyi Wei, Zhenrong Lin, Tao Liu and Le Zhang p. 57  abstract

Pattern Recognition and Image Analysis Automated Systems, Hardware and Software

Task Pattern Identification and Scheduling Using Equal Opportunity Model for Minimization of Makespan and Task Diversity in Cloud Computing

Anup Gade, M. Nirupama Bhat and Neeta Thakare p. 67  abstract

Application Problems

Influence of Different Activation Functions on Deep Learning Models in Indoor Scene Images Classification

Basavaraj S. Anami and Chetan V. Sagarnal p. 78  abstract

Mobile ID Document Recognition–Coarse-to-Fine Approach

V. L. Arlazarov, V. V. Arlazarov, K. B. Bulatov, T. S. Chernov, D. P. Nikolaev, D. V. Polevoy, A. V. Sheshkus, N. S. Skoryukina, O. A. Slavin and S. A. Usilin p. 89  abstract

A New Cancelable Deep Biometric Feature Using Chaotic Maps

Issam Bendib, Abdallah Meraoumia, Mohamed Yassine Haouam and Lakhdar Laimeche p. 109  abstract

A Comparative Study among Clustering Techniques for Leaf Segmentation in Rosette Plants

Daipayan Ghosal, Arunita Das and Krishna Gopal Dhal p. 129  abstract

Retail Product Classification on Distinct Distribution of Training and Evaluation Data

Jonathan and Gede Putra Kusuma p. 142  abstract

Graph Theory Based Segmentation of Magnetic Resonance Images for Brain Tumor Detection

S. K. Mamatha, H. K. Krishnappa and N. Shalini p. 153  abstract

Human Motion Tracking via the Local Dissimilarity Map

Wafae Mrabti, Benaissa Bellach, Youssef Ech-Choudany, Frédéric Morain-Nicolier and Hamid Tairi p. 162  abstract

Magnetic Resonance Image of Breast Segmentation by Multi-Level Thresholding Using Moth-Flame Optimization and Whale Optimization Algorithms

Dipak Kumar Patra, Tapas Si, Sukumar Mondal and Prakash Mukherjee p. 174  abstract

A Novel Complete Denoising Solution for Old Malayalam Palm Leaf Manuscripts

Dhanya Sudarsan and Deepa Sankar p. 187  abstract

Topological Chemograph Analysis Theory As a Promising Approach to Simulation Modeling of Quantum-Mechanical Properties of Molecules. Part II: Quantum-Chemical Interpretations of Chemograph Theory

I. Yu. Torshin and K. V. Rudakov p. 205  abstract

Evolutionary Poisson Factorization Based Multiple Trust Relationships

Chunyan Yin, Rui Zhang and Yongheng Chen p. 218  abstract

Discussion Papers

Rough Cuckoo Search: A Novel Mathematics Based Optimization Approach Based on Rough Set

Swarnajit Ray, Krishna Gopal Dhal and Prabir Kumar Naskar p. 228  abstract