of Effective Domains in LP
-Search with Averaging
Contents
Pattern Recognition and Image Analysis
Vol. 15, No. 1, 2005
Foreword from the Editors of the Special Issue p. 1
Invited Papers
INTAS: Your Partner for Present and Future Cooperation
with the NIS in Information Technology
P. Asirelli p. 3 abstract
Structural Analysis of Images in the Applied Problems of the Space Monitoring of Environment
V. V. Asmus and V. P. Pyatkin p. 6 abstract
Motion Analysis and Estimation Using Directional Filters and Orientation Tensors
I. Austvoll p. 9 abstract
Complex and Hypercomplex Systems for Image and Signal Processing
Ya. A. Furman and A. V. Krevetskii p. 13 abstract
Intelligent Information Processing: Machine Vision and Pattern Recognition Applications
H. Kälviäinen and J.-K. Kämäräinen p. 16 abstract
Medical Diagnostics in Multidimensional Space
E. J. Umann and N. M. Tuschinski p. 21 abstract
Principles of Natural Classification
N. Zagoruiko and I. Borisova p. 27 abstract
Mathematical Methods in Pattern Recognition
Q-Valued Neural Network as a System of Fast Identification and Pattern Recognition
D. I. Alieva, B. V. Kryzhanovsky, V. M. Kryzhanovsky, and A. B. Fonarev p. 30 abstract
Application of Pattern Recognition Procedures to Estimation
of Effective Domains in LP-Search with Averaging
G. M. Antonova p. 34 abstract
Boundaries for the Number of the Simple Gaussian Mixture Modes
N. N. Aprausheva, N. Mollaverdi, and S. V. Sorokin p. 38 abstract
New Algebraic Invariants of Implicit Polynomials for 3D Object Recognition
B. Borhan and A. Erçil p. 41 abstract
Combinatorial (Logical) Data Analysis in Pattern Recognition Problems
E. V. Djukova, A. S. Inyakin, N. V. Peskov, and A. A. Sakharov p. 46 abstract
Optimal Method for Constructing AEC of Maximum Height
in the Context of Pattern Recognition
A. A. Dokukin p. 49 abstract
System Analysis and Design of Fast Neural Networks
and Linear Adjustable Transformations
A. Yu. Dorogov p. 52 abstract
Interactive Online Learning
G. Heidemann, H. Bekel, I. Bax, and H. Ritter p. 55 abstract
On Computational Complexity of the Minimal Committee Problem
M. Yu. Khachay p. 59 abstract
Constructing a Committee of a System of Linear Inequalities
K. S. Kobylkin p. 62 abstract
Algorithms for Detecting Logical Dependences in Recognition by Precedents
N. K. Kovshov, V. A. Moiseev, and V. V. Ryazanov p. 65 abstract
Vector Neuron Models of Associative Memory for Pattern Recognition
B. V. Kryzhanovsky and L. B. Litinskii p. 69 abstract
Monte Carlo Subsampling for Training Polynomial Neural Networks on Large Data Volumes
A. Kuz’menko p. 72 abstract
An Efficiency of Block-based Data Array Representations
M. M. Lange p. 76 abstract
Global Minimization of a Quadratic Functional: A Neural Network Approach
L. B. Litinskii and B. M. Magomedov p. 80 abstract
Fusion of Euclidean Metrics in Featureless Data Analysis: An Equivalent
of the Classical Problem of Feature Selection
V. V. Mottl, O. S. Seredin, O. V. Krasotkina, and I. B. Muchnik p. 83 abstract
Mathematically Correct Methods of Similarity Measurement on Sets of Signals
and Symbol Sequences of Different Lengths
V. V. Mottl, O. S. Seredin, and V. V. Sulimova p. 87 abstract
Modification of the Peterson–Mattson Algorithm for Constructing Linear Classifiers
for Classes with Coinciding Mean Features
V. V. Myasnikov p. 90 abstract
Methods for Improving Prediction Based on Minimization of Integral Errors
O. V. Sen’ko p. 94 abstract
Parallelism and Self-Organization in Polynomial Neural Networks for Image Recognition
A. V. Timofeev p. 97 abstract
The Errors of Random Field Restoration on the Basis of Discrete Samples
K. K. Vasil’ev and M. N. Sluzhivyi p. 101 abstract
Recognition of Multiconnected Discrete Objects
Yu. G. Vasin and L. I. Lebedev p. 104 abstract
Decision Trees Regularization Based on the Stability Principle
D. Vetrov, D. Kropotov, and I. Tolstov p. 107 abstract
Representation, Processing, Analysis, and Understanding of Images
Parallelization of the Hypercomplex Discrete Fourier Transform
M. V. Aliev, A. M. Belov, A. V. Yershov, and M. A. Chicheva p. 110 abstract
Fast Algorithm of a Multidimensional Hypercomplex Discrete Fourier Transform
with Radix-3 Decomposition
M. V. Aliev and M. A. Chicheva p. 113 abstract
Enumeration of Continuous Functions in the Hausdorff Metric Space
V. F. Babkin p. 116 abstract
Wavelet Intermittency Index-Based Saliency Measures for Texture Segmentation
M. K. Bashar, N. Ohnishi, and K. Agusa p. 119 abstract
Hierarchical Video Data Compression Method
A. Yu. Bavrina, M. V. Gashnikov, and V. V. Sergeyev p. 123 abstract
Adapted Posterization of Color Images in HSB Space
A. M. Belotserkovskii and S. V. Ablameyko p. 125 abstract
Using BCH Codes for Improving the Noise Immunity of Compressed Digital Images
A. M. Belov and N. I. Glumov p. 130 abstract
Pattern Recognition Based on Joint Feature Systems
S. M. Borzov, V. I. Kozik, L. V. Maksimov, and O. I. Potaturkin p. 133 abstract
Interaction of Pixels and Application to Image Processing
V. Bucha and S. Ablameyko p. 136 abstract
Fast Recursive Computation of 1D and 2D Finite Convolutions
A. V. Chernov p. 139 abstract
Canonical Number Systems and Two-Dimensional Uniform Distribution
V. M. Chernov p. 143 abstract
Edge Detection: a Comparison Between the Gradient of Gaussian
and the First Absolute Central Moment
M. Demi, E. Bianchini, F. Faita, and V. Gemignani p. 147 abstract
Image Processing via Shift-Twist Invariant Operations on Orientation Bundle Functions
R. Duits, M. van Almsick, M. Duits, E. Franken, and L. Florack p. 151 abstract
Structural Segmentation Algorithms
D. A. D’yachenko, A. V. Koryakin, and O. A. Mishina p. 157 abstract
Signal Recognition by Mutually Shifted Sets of Samplings
and Its First Derivative Samplings
V. M. Efimov, A. L. Reznik, and A. V. Torgov p. 160 abstract
Analysis of Properties of Recognition Features Based on the Stochastic Geometry
for Different Modes of Image Scanning
N. G. Fedotov, L. A. Shul’ga, and A. V. Moiseev p. 163 abstract
Models of 2D and 3D Group Point Objects Efficient under Conditions
of a priori Uncertain Parameters of Linear Image Transformations
Ya. A. Furman, A. A. Rozhentsov, A. O. Evdokimov, and D. G. Khafizov p. 167 abstract
Control of Compression Ratios during Hierarchical Image Compression
M. V. Gashnikov, N. I. Glumov, and V. V. Sergeyev p. 170 abstract
Comprehensive Approach to the Choice of Compression
and Error-Control Coding Algorithms for Digital Image Transmission
Through Communication Channels
N. I. Glumov p. 172 abstract
Gray-Scale Image Segmentation by a Watershed Transformation
V. Goncharenko and A. Tuzikov p. 176 abstract
Quasioptimal Filtration Algorithm for Noised Image Processing Based
on Statistical Solutions Theory
A. A. Grigor’ev and A. A. Desyatov p. 180 abstract
Fast Training for Object Recognition with Structure-from-Motion
M. Grzegorzek, I. Scholz, M. Reinhold, and H. Niemann p. 183 abstract
Block Diagram Representation of a 2D-AEC Algorithm with Rectangular Support Sets
I. B. Gurevich and A. V. Nefyodov p. 187 abstract
Algorithmic Scheme Based on a Descriptive Image Algebra with One Ring:
Image Analysis Example
I. B. Gurevich and V. V. Yashina p. 192 abstract
Shortest Routes between Sets on Gray-Level Surfaces
L. Ikonen and P. Toivanen p. 195 abstract
Measuring the Blurring Artifact in Grayscale Images Compressed with a Wavelet Transform
A. Kaarna p. 199 abstract
Fundamental Frequency and Global Gabor Features
J.-K. Kamarainen, V. Kyrki, and H. Kälviäinen p. 203 abstract
-Scale Space Kernels in Practice
F. Kanters, L. Florack, R. Duits, and B. Platel p. 208 abstract
Representation of Image Information for Machine Computation
M. V. Kharinov p. 212 abstract
Algorithm of Small-Size Objects Detection in Sequences of Images
with Projective Distortions
V. S. Kirichuk and S. V. Parfenenok p. 215 abstract
An Efficient Algorithm for Suppression of Impulsive Noise in Color Images
V. Kober, M. Mozerov, J. Álvarez-Borrego, and I. A. Ovseyevich p. 219 abstract
The Analysis of the Effect of Observation Conditions on the Signal
and Image Recognition Quality
A. F. Kononov and Ya. V. Pochinok p. 223 abstract
Parametric Dynamic Programming Procedures for Edge Preserving
in Signal and Image Smoothing
A. V. Kopylov p. 227 abstract
Weighted Circular Radon Transform
A. A. Kovalev and V. V. Kotlyar p. 230 abstract
Correcting Image Acquisition/Display Errors by Artificial Neural Networks
G. Krell and B. Michaelis p. 234 abstract
Interpretation of Full Quaternions as Signals
A. V. Krevetskii and Ya. A. Furman p. 238 abstract
One Method of Probabilistic Signal Filtration
D. Kropotov and D. Vetrov p. 240 abstract
Experimental Combination of Intensity and Stereo Edges for Improved Snake Segmentation
D. Markovic and M. Gelautz p. 243 abstract
Employment of the Objective Functions in Pseudogradient Estimation
of Interframe Geometric Deformations of Images
G. L. Minkina, M. Yu. Samoilov, and A. G. Tashlinskii p. 247 abstract
Adaptive Choice of Global Threshold for Binarization of Gradient Images
S. Yu. Miroshnichenko, S. V. Degtyarev, and Yu. A. Rukavitsin p. 249 abstract
Mathematical Model of Estimation of Image Quality Degradation
M. N. Mishurovskii p. 252 abstract
Tracking Moving Objects on the Basis of a Hidden Segmentation Method
M. Mozerov, V. Kober, , and I. A. Ovseevich p. 256 abstract
A Recursive Algorithm for Computing the Convolution of an Image
with a Two-Dimensional Inseparable Polynomial FIR Filter
V. V. Myasnikov p. 260 abstract
Construction of Integer-Valued Polynomials for Recursive Calculation
of Convolution with an FIR Filter
V. V. Myasnikov p. 264 abstract
Metrical and Nonmetrical Distances on the Hexagonal Plane
B. Nagy p. 268 abstract
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