Vol. 28, No. 1, 2018

Pattern Recognition and Image Analysis

A simultaneous English language translation of this journal is available from Pleiades Publishing, Ltd.
Distributed worldwide by Springer. Pattern Recognition and Image Analysis ISSN 1054-6618.

Mathematical Method in Pattern Recognition

A Probabilistic Model of Fuzzy Clustering Ensemble

V. B. Berikov p. 1 abstract

Regression Estimate of a Multidimensional Decision Function in the Two-Alternative Pattern-Recognition Problem

A. V. Lapko and V. A. Lapko p. 11 abstract

Approximation Scheme for a Quadratic Euclidean Weighted 2-Clustering Problem

A. V. Kel’manov and A. V. Motkova p. 17 abstract

Convolutional Neural Network Structure Transformations for Complexity Reduction and Speed Improvement

E. Limonova, A. Sheshkus, A. Ivanova and D. Nikolaev p. 24 abstract

Representation, Processing, Analysis, and Understanding of Images

An Iterative Thinning Algorithm for Binary Images Based on Sequential and Parallel Approaches

Bilal Bataineh p. 34 abstract

Robust Visual Tracking Based on Convex Hull with EMD-L1

Jun Wang, Yuanyun Wang, Chengzhi Deng and Shengqian Wang p. 44 abstract

Relative Flow Estimates for Shot Boundary Detection

Muwei Jian, Yilong Yin and Junyu Dong p. 53 abstract

Bi-dimensional Empirical Mode Decomposition and Nonconvex Penalty Minimization L_q (q = 0.5) Regular Sparse Representation-based Classification for Image Recognition

Qing Li, Xia Ji and S. Y. Liang p. 59 abstract

Optimizing the Quantization Parameters of the JPEG Compressor to a High Quality of Fine-Detail Rendition

S. V. Sai p. 71 abstract

An Improved Spatiogram Similarity Measure for Object Tracking

Shuqiang Guo and Xuenan Shi p. 79 abstract

Wrong Matching Points Elimination after Scale Invariant Feature Transform and Its Application to Image Matching

Yixin Su, Jiawen Liu and Lin Du p. 87 abstract

Software and Hardware for Pattern Recognition and Image Analysis

A Novel Method to Measure Sub-micro Repeatability of the High-Precision Positioning Control System Based on Digital Image Correlation Method

Yong Sang, Jianlong Zhao, Haonan Xu, Pengpeng Wang and Lilai Shao p. 97 abstract

Applied Problems

Normal and Abnormal Tissue Classification in Positron Emission Tomography Oncological Studies

A. Comelli, A. Stefano, V. Benfante and G. Russo p. 106 abstract

Particular Use of BIG DATA in Medical Diagnostic Tasks

N. Ilyasova, A. Kupriyanov, R. Paringer and D. Kirsh p. 114 abstract

Empirical Mode Decomposition for Signal Preprocessing and Classification of Intrinsic Mode Functions

D. M. Klionskiy, D. I. Kaplun and V. V. Geppener p. 122 abstract

Monitoring Animal Diseases in Remote Area

J. L. Raheja, Himani Gupta and A. Chaudhary p. 133 abstract

A Coarse-to-Fine Strategy for Vehicle Logo Recognition from Frontal-View Car Images

S. Sotheeswaran and A. Ramanan p. 142 abstract

Traffic Sign Classification with a Convolutional Network

A. Staravoitau p. 155 abstract

Total Margin Based Balanced Relative Margin Machine

Yankun Wu, Huimin Pei and Ping Zhong p. 163 abstract

Erratum

Erratum to: “Combining Rules Using Local Statistics and Uncertainty Estimates for Improved Ensemble Segmentation” [Pattern Recognition and Image Analysis 27, 444 (2017)]