Contents
Pattern Recognition and Image Analysis

Vol. 6, No. 1, 1996

From the Editorial Board p. 1

Pattern Recognition

Duality in Recognition with Feature Control

Vl. D. Mazurov p. 3  abstract

Elements of the Generalized Approach to Pattern Recognition
and Their Application to an Automaton Model of the Learning Process

K. Yu. Novikov p. 5  abstract

The Use of Fuzzy Graph Schemes in the Construction
of Recognition Systems

V. V. Geppener and A. Alkhasan p. 7  abstract

Calculating the Error Probability in Group Classification of Random Matrices

R. A. Abusev p. 8  abstract

Recognition of Classes of Stochastic Signals
in the Self-Learning Regime

E. A. Ibatullin p. 11  abstract

Learning to Recognize Events in Signals with Variable Probabilistic Properties

V. V. Mottl, S. D. Dvoenko, and S. Yu. Lutskov p. 13  abstract

Quantitative Characteristics of Stability
in Discriminant Analysis

S. V. Plotnikov p. 15  abstract

K-Step Procedures of Testing Statistical Hypotheses

Yu. G. Sosulin and K. Yu. Gavrilov p. 17  abstract

Reduction Principles of Reconstructing Dependences
with Dynamic Components

V. I. Vassilyev and Yu. I. Gorelov p. 20  abstract

Antonym Logic as a Theoretical Basis for Pattern Recognition

Ya. Ya. Golota p. 21  abstract

Evolutionary Methods of Pattern Recognition

V. D. Dmitrienko and N. I. Korsunov p. 23  abstract

Synthesis and Optimization of Diophantine and Logical Probabilistic Neural Nets
for Pattern Recognition

A. V. Timofeev p. 25  abstract

Estimating the Efficiency of an Algorithm for Selecting Template Objects
in Recognition by the Method of Nearest Neighbor

E. K. Atayants p. 27  abstract

Pattern Recognition in Neural Networks with a Posteriori Processing of Correlation Functions

S. M. Borzov, V. I. Kozik, and O. I. Potaturkin p. 29  abstract

Pattern Recognition and Neurocomputing

L. I. Volgin p. 31  abstract

Estimating the Degree of the Efficiency of Objects on the Basis of Antonym Logic
as a Tool for Solving Problems of Control and Diagnostics

Ya. Ya. Golota, O. V. Kolosova, and V. N. Tisenko p. 33  abstract

Mathematical Modeling, Optimization, and Investigation of Algorithms
for Pattern Recognition and Image Analysis

Ya. P. Dragan and V. K. Ovsyak p. 35  abstract

Description of Irregular Time Series Using Models of the Autoregression Type

V. S. Drozhzhin p. 37  abstract

The Use of an Auxiliary Quality Functional for a Construction of an Identification Algorithm

E. V. Dulov p. 39  abstract

Restoration of Polynomial Dependences in Noisy Samples

V. N. Klyachkin p. 41  abstract

Nonparametric Systems of Pattern Recognition
under Conditions of Large Samples

A. V. Lapko, G. S. Vysotskaya, and S. V. Chentsov p. 43  abstract

On a Scheme of Object Classification with Incomplete Information
of the Probabilistic Characteristics of Classes

I. M. Nagaev p. 45  abstract

A New Type of an Associative Environment for Fuzzy Image Recognition

I. V. Ognev and V. V. Borisov p. 47  abstract

Lattice Methods and Models of Computer-Aided Synthesis of Recognition Systems

S. P. Orlov and A. M. Kistanov p. 49  abstract

Methods for Constructing Quality Functionals in Artifical Intelligence Models
by Using a Proximity Function

V. I. Osipov p. 51  abstract

Analytical Operations Using a Computer in Topical Probabilistic Problems Related
to an Analysis of Discrete Structures

A. L. Reznik p. 52  abstract

Hierarchical Recognition Procedures with Additional Constraints

A. A. Saakyan p. 54  abstract

Application of Parallel Computations in Recognition Algorithms

I. V. Semushin and L. V. Kalinin p. 56  abstract

On the Inequality Resulting from a Set of Cylindrical Inequalities

A. N. Tyutin p. 58  abstract

Minimization of Orthogonal Disjunctive Normal Forms of Boolean Functions
to be Used as a Basis for Similarity and Difference Coefficients in Pattern Recognition Problems

A. E. Yankovskaya p. 60  abstract

A Variant of a Decision Making System Using Neuronlike Algorithms

V. G. Yakhno p. 62  abstract

Image Analysis and Signal Processing

Applying the Methodology of Pattern Recognition in Problems of Digital Image Processing

V. V. Sergeyev p. 63  abstract

New Methods for Extracting Image Recognition Features in Terms of Stochastic Geometry

N. G. Fedotov p. 64  abstract

The Theory and Software of Conditionally Optimum Filtration
and Recognition of Signals in Stochastic Systems

I. N. Sinitsyn and E. R. Korepanov p. 66  abstract

Interactive Learning in Texture Segmentation

S. G. Sereda, S. A. Guzeev, and G. M. Emelyanov p. 67  abstract

Optimal Information Structures in a Contour Medium

Ya. A. Furman, A. I. Mikhailov, and A. A. Rozhentsov p. 69  abstract

Optical Structuring for Analysis of Contour Images

V. A. Soifer and S. N. Khonina p. 71  abstract

On the Parametrization of Fast Algorithms of Discrete Orthogonal Transforms

V. M. Chernov p. 73  abstract

Information Measures and Their Use in Problems
of Statistical Processing and Recognition of Signals

V. A. Omel’chenko p. 74  abstract

Estimating the Periodicity in the Structure of Stochastic Fields

Ya. P. Dragan, N. R. Krivaya, and B. I. Yavorskii p. 76  abstract

Recurrent Estimation of Distortions of Multidimensional Images

A. G. Tashlinskii p. 78  abstract

Analysis of Component Estimates of Probabilistic Characteristics
of Periodically Correlated Random Processes Using Their Parametric Representations

I. N. Yavorskii and I. Yu. Isaev p. 80  abstract

Measuring of Concorrelation Coupling Characteristics
of Random Signals

V. V. Gubarev and V. A. Yatsko p. 82  abstract

A Generalized Spectral Analytical Method of Data Processing
for Signal Processing and Image Analysis Problems

F. F. Dedus, S. A. Makhortykh, and M. N. Ustinin p. 84  abstract

Stable Estimate Renewal According to Measurements

I. V. Semushin, E. V. Dulov, and L. V. Kalinin p. 86  abstract

A Method for the Representation of Multizone Images

P. V. Mikheev, S. S. Khirug, and G. Yu. Yakin p. 87  abstract

A Structural Approach to Image Sequence Analysis

V. S. Kirichuk and N. S. Yakovenko p. 89  abstract

On the Normalizability of the Values of a Wave Random Field

V. R. Krasheninnikov p. 91  abstract

Tomographic and Statistical Approaches for Extracting Anomalous Structures in Aerospace Images

V. N. Dement’ev, I. G. Kazantsev, V. P. Pyatkin, and G. I. Salov p. 92  abstract

Synthesis of Algorithms for the Identification of Moving Objects Against
a Complex of Interference and Destabilizing Factors

Sh. M. Chabdarov, A. Yu. Feoktistov, A. F. Nadeev, R. Kh. Rakhimov,
R. R. Faizullin, E. F. Mal’tsev, and M. I. Shafigullin p. 94  abstract

Defining the Similarity Measure of Object Contours Approximated by Circular Arcs

S. V. Ablameiko and A. Ya. Kuleshov p. 96  abstract

Investigation of Algorithms for Detecting Moving Image Fragments

B. A. Alpatov and A. N. Blokhin p. 98  abstract

Nonlinear Image Filtration by the Criterion of Minimum Information Loss

T. B. Borukaev p. 100  abstract

Pointwise Matching of Images

M. N. Vaintsvaig and M. P. Polyakova p. 102  abstract

Application of Spectral Methods for Recurrent Image Processing

K. K. Vasil’ev and A. V. Skrynnikov p. 104  abstract

A Two-Level Algorithm for Recognizing Sequences of Graphic Images

Yu. G. Vasin, L. I. Lebedev, A. V. Pleskov, O. V. Puchkova, and V. A. Morozov p. 106  abstract

Modification of the LUWABF Interpolation Method for an Irregular Grid

Yu. G. Vasin and V. I. Malyzhenkov p. 107  abstract

Construction of Interpolation Cubic Splines Using the LUWABF Method

Yu. G. Vasin and V. I. Malyzhenkov p. 108  abstract

Numerical Differentiation and Integration of Metric Information Using the LUWABF Method

Yu. G. Vasin and V. I. Malyzhenkov p. 109  abstract

Identification of Singular Points of Line Structures on Images

Yu. G. Vasin and A. V. Pleskov p. 110  abstract

Computational Complexity of Solving Video-Data Processing and Analysis Problems on the Basis
of Binary Hierarchical Representation Structures

Yu. G. Vasin and A. V. Pleskov p. 111  abstract

Homomorphic Analysis of Periodic Textures

V. N. Vasyukov p. 113  abstract

An Algorithm of Joint Detection and Measurement of an Object’s Range by Its Optical Image

S. V. Vetrov, E. P. Nechaev, and A. N. Shutkin p. 115  abstract

A Parallel Algorithm of Estimating Interframe Displacements
of Images for an Unknown Type of Geometric Transformations

V. A. Vinokurov, V. R. Krasheninnikov, and A. G. Tashlinskii p. 117  abstract

Fiducial Estimation of M-fold Stationary Random Processes

V. P. Volchkov p. 118  abstract

Optimization of Information Technology
for Detection of Local Objects on an Image

N. I. Glumov, I. P. Egunov, E. I. Kolomiets, V. V. Myasnikov, and V. V. Sergeyev p. 120  abstract

Recursive Filters with Even Polynomial Impulse Responses
for Processing Images by a Sliding Window

N. I. Glumov, V. V. Myasnikov, and V. V. Sergeyev p. 122  abstract

Efficiency of Applying Noise Maps in Signal Detection

V. N. Gorokhin p. 124  abstract

Investigation of the Efficient Computability of Morphological Schemes
for Image Analysis in the Class of Self-Organizing Neural Network Models

I. B. Gourevitch, Yu. G. Smetanin, and A. V. Khilkov p. 126  abstract

The Criterion of a Maximum Derivative in the Problem of Adaptive Image Binarization

L. S. Gur’yanova and I. I. Sal’nikov p. 128  abstract

An Experimental Study of Stochastic Geometry and Sector Transformation Methods Applied
to Image Recognition

G. V. Gusinskaya, V. S. Gusev, and A. V. Zhevlakov p. 130  abstract

A Two-Stage Method for the Restoration of Defocused Images

I. S. Gruzman p. 132  abstract

An Analysis of Spectrozonal Video Information in a Multidimensional-Matrix Basis

E. M. Dondik p. 134  abstract

Algorithm of Chromaticity Analysis in Recognition Problems

E. M. Dondik and R. Yu. Nefedov p. 136  abstract

Wavelet Technology for Compressing Television Images

V. A. Drach, P. E. Konchakovskii, V. V. Red’kov, B. V. Titkov, and T. B. Tyl’tina p. 138  abstract

A Fast Algorithm for Forming Contour Features of Local Objects in an Image

I. P. Egunov p. 139  abstract

Compression of Images with Preliminary Interpolation of the Signal

V. M. Efimov and A. N. Kolesnikov p. 140  abstract

On the Spectral Estimation of Signals in the Hilbert Space

E. G. Zhilyakov p. 142  abstract

A Group-Theoretic Method of Image Recognition

Yu. I. Zhuravlev, I. B. Gourevitch, and S. V. Ilyinsky p. 144  abstract

Standardization of Reducing Images to a Recognizable Form

Yu. I. Zhuravlev, I. B. Gourevitch, N. S. Polikarpova, and Yu. G. Smetanin p. 146  abstract

Formation of Series of Nonstationary Images
on the Basis of the Mosaic Model and Fractals

V. A. Ivanov p. 148  abstract

Applicative Procedure for Simulating Nonuniform Images

D. N. Kadeev p. 150  abstract

Localization of Objects of Observation in Aerospace Photographs

A. Zh. Kalivanov p. 151  abstract

Image Extraction under Conditions of Uncertainty

V. K. Klochko p. 152  abstract

Vector Adaptive Approximated Kalman Filter

V. R. Krasheninnikov and A. V. Menzorov p. 154  abstract

Adaptive Morphological Methods of Image Superposition

V. R. Krasheninnikov and A. G. Tashlinskii p. 155  abstract

Accuracy Characteristics of a Two-Contour Procedure
for the Stabilization of the Probability of Detector False Alarm

V. R. Krasheninnikov and A. G. Tashlinskii p. 156  abstract

Adaptive Methods of Processing of Image Sequences

V. R. Krasheninnikov p. 157  abstract

Synthesis of Two-Dimensional Digital Filters in the Basis of Discrete Cosine Transform for Systems
of Video-Data Compression

I. I. Markovich p. 158  abstract

Analysis of Textures with Allowance for Detection Distortions

V. N. Milich and A. I. Murynov p. 160  abstract

On the Properties of the Hilbert Transform of a Narrow-Band Nonstationary Random Process

V. Yu. Mikhailishin and I. N. Yavorskii p. 162  abstract

Algorithms of Image Matching for Raster Distortions

V. V. Mottl and A. V. Kopylov p. 164  abstract

The Efficiency of Estimating the Area of an Optical Image

E. P. Nechaev and T. M. Ovchinnikova p. 167  abstract

Smoothing of Images with the Retention of Discontinuities on the Basis
of an a priori Model of the Gibbs Distribution: Choice of Description Parameters,
Algorithms, and Experimental Results

G. I. Peretyagin and S. A. Popov p. 169  abstract

Adaptive Tensor Filtration of Gaussian Random Fields

A. I. Perov p. 170  abstract

Certain Schemes for the Decomposition of the Two-Dimensional Discrete Fourier Transform
with Specific Data Representation

M. V. Pershina and M. A. Chicheva p. 172  abstract

Investigation of Modifications of Algorithms for Fractal Image Encoding

S. B. Popov and I. A. Khasanov p. 174  abstract

Comparative Analysis of Three Classes of Algorithms for Image Encoding

P. V. Raudin, A. V. Chernov, and A. V. Shabashev p. 175  abstract

Implementing a Fast Algorithm for Determining Coordinates
of Connected Local Fragments in TV Images

I. I. Sal’nikov p. 177  abstract

Optimization of the Speed of Systems for Image Transformation and Processing

M. A. Samoshkin p. 179  abstract

Development and Application of the Algorithm of the Cylindrical Polynomial Approximation
of an Image in a Sliding Window

V. V. Sergeyev and L. G. Frolova p. 181  abstract

Causal and Noncausal Markovian Fields with Separable Spectral-Correlation Characteristics

A. A. Spektor and I. S. Gruzman p. 182  abstract

Adaptive Methods for Correcting Image Processing Using Color-Stimulus Testing

Yu. M. Titov and S. M. Ibatullin p. 184  abstract

A Nonlinear Filter with Harmonic Processing

V. A. Tolstunov p. 186  abstract

Characteristics of the Detection of an Optical Image
with an Unknown Area in the Presence of a Background

A. P. Trifonov and G. A. Osetskaya p. 188  abstract

Chess Algorithms of the Two-Dimensional Discrete Fourier Transform

V. M. Chernov p. 189  abstract

Efficient Implementation of Two-Dimensional Discrete Fourier Transform
of a 250250 Array

A. V. Shabashev p. 190  abstract

Properties of Estimates of Spectral Characteristics for Periodically Correlated Random Processes
on the Basis
of Their Parametric Representations

I. N. Yavorskii and O. N. Panasyuk p. 191  abstract

Applied Problems of Pattern Recognition,
Image Analysis, and Signal Processing

Medicobiological Cognition as a Pattern Recognition Problem

A. A. Genkin p. 193  abstract

Application of Nonparametric Pattern Recognition Algorithms for Modeling Medical
and Biological Systems

A. V. Lapko, O. N. Moskovchenko, A. S. Vostrotina, and N. A. Kutsykh p. 195  abstract

Adaptive Technologies of Computer-Aided Image Processing
in Intelligence Systems

G. V. Rimskii and E. G. Mazurenko p. 197  abstract

Information Models of Image Analysis Using “External World”
as a Memory to Store the Objects under Study

M. I. Kumskov p. 199  abstract

Conveyer Processing of Television Images in Systems of Electronic Stabilization

V. V. Berezin and A. A. Mantsvetov p. 200  abstract

Vectorization of Raster Images

A. N. Kolesnikov, V. V. Belekhov, and I. O. Chalenko p. 202  abstract

Multicriterial Systems of Speech Analysis and Recognition

A. E. Gur’yanov p. 204  abstract

Principles of Processing Speech Signals under Conditions of Nonlinear Distortions

A. V. Kel’manov p. 205  abstract

Extraction and Processing of Torsion Information on Carriers of Space Images

A. E. Akimov, F. A. Okhatrin, A. F. Okhatrin, V. P. Finogeev,
M. N. Lomonosov, and A. V. Loginov p. 207  abstract

Identification of the Parameters of Liquid Hydrocarbon Fuels

E. I. Alatortsev, L. A. Zarukin, I. M. Latypov, A. V. Mukhametov, and B. A. Solomin p. 210  abstract

Time Optimization in the Preparation of Display Frames
for Visual Control of Cartographic Materials in the KART-DOK System

R. I. Antipova, E. N. Il’in, and Yu. L. Ketkov p. 212  abstract

Remote Nondestructive Control of Parameters of a Flame
of Gaseous Hydrocarbons Using Methods of Image Processing

V. D. Antsygin, S. M. Borzov, S. T. Vas’kov, V. I. Kozik,
O. I. Potaturkin, and N. N. Shushkov p. 213  abstract

Cloudiness Recognition Using the Data from the NOAA Artificial Earth Satellite

N. N. Aprausheva, L. A. Bakst, I. A. Gorlach, S. V. Sorokin, and N. N. Fedorova p. 215  abstract

Nonstandard Recognition Problems in Seismology

L. A. Aslanyan, A. K. Kazaryan, and A. A. Saakyan p. 217  abstract

Prediction Criterion Based on Identifying Reference Events

L. A. Aslanyan and V. G. Saakyan p. 218  abstract

Image Processing in Inventory Systems

A. N. Afanas’ev, R. M. Gafarov, V. S. Kazakov, and Yu. I. Kashin p. 220  abstract

A Structural Analysis of an Image Motion Applied to Electronic Stabilization Systems

V. V. Berezin and R. E. Bykov p. 222  abstract

Autoregression Vector Random Fields

R. A. Bogomolov and V. R. Krasheninnikov p. 224  abstract

Application Problems of Informational–Control Television System of Computer Vision

I. S. Bolkhovitinov p. 225  abstract

Computer Processing of Visualized Flows in Internal-Combustion Engines

N. D. Bystrov, N. Yu. Il’yasova, L. N. Medinskaya, and A. V. Ustinov p. 227  abstract

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