Contents
Pattern Recognition and Image Analysis
Vol. 11, No. 1, 2001
From the Editorial Board p. 1
Mathematical Methods in Pattern Recognition Theory
Generalized Descriptions of Sets: a Model for Compact Representation of Redundant Data
I. A. Aidemirov and V. D. Malyugin p. 3 abstract
Modeling the Processes of Human Recognition of Audio Signals by the Method
of Sequential Sample Identification
V. E. Antsiperov, Yu. V. Gulyaev, and S. A. Nikitov p. 7 abstract
Concurrent Heuristics in Data Analysis and Prediction
L. Aslanyan, J. Castellanos, P. Georgiou, G. Tsagas, and V. V. Ryazanov p. 8 abstract
A Method for Finding Algebraic Correctors in Precedent-Based Image Recognition
A. S. Biryukov p. 11 abstract
Reconstruction of Some Cluster Densities by Empirical Densities of Mixtures
A. S. Biryukov, A. P. Vingoradov, V. V. Ryazanov, and I. V. Ryazanov p. 13 abstract
Diophantine Theorems on Stability of Polynomial Decision Rules
V. M. Chernov p. 16 abstract
The Prospects of the Development of the Theory of Automatic Feature Generation
in Pattern Recognition Problems
N. G. Fedotov and L. A. Shul’ga p. 19 abstract
Construction of Adjustable Expertise Systems Based on the Projection Method
for Pattern Recognition Training
V. A. Fursov and V. A. Shustov p. 22 abstract
Algebraic Characteristic of Some Special Classes of Recognition Algorithms
Yu. I. Gorelov p. 26 abstract
Logical Approach to an Analysis of Fuzzy Patterns
M. G. Gribov p. 29 abstract
The Use of Parallel Methods in Solution of Combinatorial Problems in Recognition
N. N. Katerinochkina and O. V. Sen’ko p. 32 abstract
Algorithm of Joint Detection and Discrimination of Subsequences
in a Quasiperiodic Sequence
A. V. Kel’manov and L. V. Okol’nishnikova p. 33 abstract
Algorithm for Phonetic Transcription of the Buryat Texts
A. V. Kel’manov and D. B. Radnaeva p. 37 abstract
Algorithm of Detection of a Given Number of Truncated Subsequences
in a Quasiperiodic Sequence
A. V. Kel’manov and S. A. Khamidullin p. 39 abstract
Algorithm of Recognition of a Quasiperiodic Sequence Composed of a Given Number
of Truncated Subsequences
A. V. Kel’manov and S. A. Khamidullin p. 43 abstract
One Combinatorial Problem Concerned with the Notion of Minimal Committee
M. Yu. Khachai p. 47 abstract
On Recognition Capability of Hopfield Networks
V. N. Koshelev and B. V. Kryzhanovsky p. 49 abstract
A Cluster Analysis of Dynamically Changing Objects Based
on Optimal Irreducible Fuzzy Tests
I. V. Kotel’nikov p. 52 abstract
Synthesis and Analysis of Nonparametric Algorithms
of Pattern Recognition When Samples Are Large
A. V. Lapko, V. A. Lapko, and S. V. Chentsov p. 55 abstract
A System for Invariant Pattern Recognition Using Triplet Features
M. M. Mel’nikov and N. G. Fedotov p. 58 abstract
Pattern Recognition in Spatial Data Arrays
V. V. Mottl, S. D. Dvoenko, V. B. Levyant, and I. B. Muchnik p. 61 abstract
Pattern Recognition in a Metric Space
V. V. Mottl, O. S. Seredin, and S. D. Dvoenko p. 65 abstract
An Asymptotic Estimate of the Quality of a Decision Function Based
on Empirical Risk for the Case of a Discrete Variable
V. M. Nedel’ko p. 69 abstract
Constructing a Generalized Decision Rule for Contradictory Expert Classification
of Multiattribute Objects
A. B. Petrovsky p. 73 abstract
On Performing Cluster Analysis by Means of Sewing Solutions for Feature Subspaces
V. V. Ryazanov p. 77 abstract
On Certain Hybrid Classification Models Based on Neural Network
and Logical Approaches
V. V. Ryazanov, O. V. Sen’ko, L. Aslanyan, Kh. Saakyan, L. Ph. Mingo,
and J. Castellanos p. 80 abstract
On the Problem of Finding a Minimum Committee
A. I. Rybin p. 83 abstract
A Method for Estimating Adequacy of Approximation Models
O. V. Sen’ko p. 85 abstract
Machine Learning for Signal Recognition by the Criterion of Decision Rule Smoothness
O. S. Seredin, S. D. Dvoenko, O. V. Krasotkina, and V. V. Mottl p. 87 abstract
Leave-One-Out Verification Procedure in Pattern Recognition Training Based
on Support Vector Method
O. S. Seredin, V. V. Mottl, and S. D. Dvoenko p. 91 abstract
Constructive Training of Boolean-Valued Neural Networks of Recognition
and Classification of the Polynomial Type
Z. M. Shibzukhov p. 95 abstract
A Recursive Algorithm of the Synthesis of Neural Network Models
of Multidimensional Patterns on the Basis of Non-Archimedean Algebraic Calculi
Z. M. Shibzukhov and L. Z. Shautsukova p. 97 abstract
Refined Logarithmic Lower Bound for the Length of Fragments Ensuring
the Unambiguous Reconstruction of Unknown Words
Yu. G. Smetanin p. 100 abstract
Nonparametric k-Stage Procedure for Hypothesis Testing
Yu. G. Sosulin and D. V. Shlykov p. 103 abstract
A Fuzzy Mathematical Model for Recognition in Optoelectronic Systems
V. S. Titov and S. S. Tevs p. 107 abstract
Unsupervised Clustering Trees by Nonlinear Principal Component Analysis
A. Trouvé and Y. Yu p. 110 abstract
Subsystem for Constructing Piecewise-Linear Decision Rules
Yu. G. Vasin and L. I. Lebedev p. 115 abstract
Recognition of 3D Objects of Different Scales
Yu. G. Vasin and L. I. Lebedev p. 117 abstract
A Collective Estimate of the Proximity of Objects by the Results
of Different Clusterizations of the Learning Set
D. G. Vorona and M. I. Kumskov p. 120 abstract
Logical-Combinatorial-Probabilistic Recognition Algorithms
A. E. Yankovskaya p. 123 abstract
Logical Tests in Knowledge-Based Recognizing Systems
A. E. Yankovskaya p. 127 abstract
The Choice of an Informative Subset of Elements by Methods of Pattern Recognition
N. G. Zagoruiko and G. S. Lbov p. 128 abstract
Representation, Processing, Analysis, and Understanding of Images
Adaptive Algorithms for Decorrelation of Random Fields
S. A. Ageev and K. K. Vasil’ev p. 131 abstract
New Methods for Contrast Enhancement in Digital Images
D. E. Andrianov and S. N. Sereda p. 135 abstract
Real-Time Search and Recognition of Objects in the Image by the Structural Template
O. A. Bashkirov, A. V. Bovyrin, A. V. Gubanov, K. V. Rodyushkin, and V. F. Kuriakin p. 138 abstract
Spectral Properties of Image Elements in Recognition Problems
R. E. Bykov p. 141 abstract
Constructing Classifiers for Image Filtering Algorithms Based on Pattern Recognition Theory
A. V. Chernov p. 144 abstract
Quasi Monte Carlo Methods for Digital Image Processing
V. M. Chernov, V. V. Voronin, N. V. Radchenko, and O. Ya. Pugacheva p. 147 abstract
Application of Discrete Symplectic Transforms to Block Image Coding
M. A. Chicheva and V. M. Chernov p. 150 abstract
Description of Video Data in Orthogonal Bases of the Continuous
and Discrete Arguments and Algebraic Algorithms of Pattern Recognition
F. F. Dedus, S. A. Makhortykh, and M. N. Ustinin p. 153 abstract
Generating Pseudostochastic Basis Functions for Discrete Orthogonal Transforms
A. G. Dmitriev and V. M. Chernov p. 155 abstract
Scene Contour Model Based on Segmentation by Using Atomic Functions
V. V. Efremov p. 158 abstract
Compression of Signals during Their Representation in a Biorthogonal Basis
Ya. A. Furman and A. V. Krevetskii p. 159 abstract
Algorithm for Constructing Optimal Quantization Scale in the Problem
of Digital Signal Compression
M. V. Gashnikov p. 161 abstract
Method for Recognition of Fuzzy 2D Primitives via a Technology of Soft Computing
V. I. Glova and I. V. Anikin p. 164 abstract
An Algorithm for Compact Presentation of Digital Images
A. V. Gordian p. 168 abstract
Rank Algorithm for Image Processing
K. D. Grebenshchikov and A. A. Spektor p. 170 abstract
“Natural” Image Transformations and Their Application to Descriptive Image Algebras
I. B. Gurevich and N. V. Klimova p. 173 abstract
An Efficient Technique for Calculating Proximity Functions in the 2D Family
of Algorithms Based on Estimate Calculations with Rectangular Support Sets
I. B. Gurevich and A. V. Nefedov p. 175 abstract
Basic Descriptive Image Algebras
I. B. Gurevich, N. V. Klimova, Yu. G. Smetanin, and Yu. I. Zhuravlev p. 179 abstract
Statistical Features of Image Texture for Crystallogram Classification
N. Yu. Il’yasova, A. V. Kupriyanov, and A. G. Khramov p. 182 abstract
Minimal Cubature Formulas for the 2D Fourier Transform
V. B. Kashkin and M. V. Noskov p. 186 abstract
Algorithms of Searching for a Standard on Binary Images
N. L. Kasanskii and R. V. Khmelev p. 187 abstract
An Adaptive Approach to the Relief Reconstruction Using a Long Series
of Aerospace Images
V. S. Kirichuk, V. P. Kosykh, G. I. Peretyagin, and S. A. Popov p. 188 abstract
Algorithms for Processing of a Series of Digital Aerospace Images Based
on Automatic Search for the Conjugate Points
V. S. Kirichuk, K. Yu. Mokin, and A. L. Reznik p. 192 abstract
A Survey on Fuzzy Morphology
M. Köppen, K. Franke, O. Unold p. 195 abstract
Basic Principles of Applied Theory of Recognition of Artificial Cooperative Objects
Using Visual Information
A. V. Koryakin p. 198 abstract
Structural–Topological Model of Spacecraft Images Formed Using a Photodetector Array
under Different Monitoring Conditions of Observation
A. V. Koryakin p. 202 abstract
Dynamic Programming Procedures in Nonstationary Signal Analysis
A. A. Kostin, A.V. Kopylov, V. V. Mottl, and I. B. Muchnik p. 205 abstract
Detecting the Dynamic Component of a 3D Scene from a Sequence
of Synchronous Stereo Images under Known Observation Geometry
V. P. Kosykh, G. I. Peretyagin, and V. A. Ivanov p. 209 abstract
Spiral Autoregressive Model of a Quasiperiodic Signal
V. R. Krasheninnikov, D. V. Kalinov, and Yu. G. Pankratov p. 213 abstract
Identification of Singular Points on Gray-Level Images by Using Wavelets
K. M. Kvashnin, S. Yu. Sergunin, and M. I. Kumskov p. 216 abstract
Which Mathematical Foundations Support Model-Based Vehicle Recognition?
E. Michaelsen, U. Stilla, K. Lütjen p. 219 abstract
Subpixel Localization of the Singular Points in Images on the Basis
of the Gradient Operators
S. V. Mikhlyaev p. 222 abstract
Evaluation of Apparent Motion in Dynamic Data Arrays
V. V. Mottl, A. B. Blinov, A. V. Kopylov, N. Zabyski, and I. B. Muchnik p. 226 abstract
Recurrent Procedures of the Least-Squares Method under Restrictions
on Parameters in Coding and Recognition Problems
Yu. I. Neimark and L. G. Teklina p. 230 abstract
Algorithm of Simulation of the Boundary Elements of the Random Fields
on the Basis of Autoregressions with Multiple Roots
O. V. Popov and O. S. Yarovikov p. 233 abstract
Reconstruction of a Multiple-Valued Scene from a Series of Images
S. A. Popov and V. S. Kirichuk p. 236 abstract
Algorithm of Searching for Corresponding Points in Image Pairs Based
on the Local Affine Transforms
S. A. Popov and A. K. Shakenov p. 239 abstract
Plane Figure Recognition Based on Contour Homeomorphism
I. A. Reier p. 242 abstract
The Problems of Filtration and Pattern Recognition in Stochastic Systems
with Symmetry Properties (Review)
I. N. Sinitsyn and M. E. Shaikin p. 246 abstract
Pseudogradient Algorithms for Estimating Spatial Distortions of Images
with Varying Volume of the Local Sample of the Goal Function
A. G. Tashlinskii p. 249 abstract
Priority Approach to the Estimation of the Parameters of Spatial Image Distortions
A. G. Tashlinskii, A. A. Gorin, D. S. Muratkhanov, and V. O. Tikhonov p. 253 abstract
An Algorithm of Multichannel Texture Segmentation (Gabor Filters)
D. A. Tsymbal, G. M. Emelyanov, D. V. Chebotarev, and A. N. Sergeev p. 256 abstract
Quasioptimal Algorithm of Filtration of Images against Noisy Background
K. K. Vasil’ev and O. V. Popov p. 258 abstract
Computing the Visibility of Points on a Surface Given by Isolines
Yu. G. Vasin, A. D. Krakhnov, and T. Sh. Utesheva p. 261 abstract
Relaxation Method of Searching for Conjugate Points in Stereoimages
S. T. Vaskov and S. V. Mikhlyaev p. 262 abstract
Holographic Representation in Image Processing Tasks
V. V. Voronin p. 265 abstract
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