Computer Recognition Systems: Proceedings of the 4th International Conference on Computer Recognition Systems CORES ’05

Front Matter....Pages 1-1
Neural Network-Based Chaotic Pattern Recognition — Part 2: Stability and Algorithmic Issues....Pages 3-16
A Brief Survey of Dynamic Texture Description and Recognition....Pages 17-26
Open Issues in Pattern Recognition....Pages 27-42
The Role of Ontological Models in Pattern Recognition....Pages 43-52
Current Feature Selection Techniques in Statistical Pattern Recognition....Pages 53-68
Front Matter....Pages 69-69
Margin-based Diversity Measures for Ensemble Classifiers....Pages 71-78
Boosting the Fisher Linear Discriminant with Random Feature Subsets....Pages 79-86
A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching....Pages 87-94
Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter....Pages 95-103
Linear Ranked Regression - Designing Principles....Pages 105-112
Time Series Patterns Recognition with Genetic Algorithms....Pages 113-120
Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier....Pages 121-128
A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology....Pages 129-136
Fast PCA and LDA for JPEG Images....Pages 137-144
A Hybrid ε-Insensitive Learning of Fuzzy Systems....Pages 145-152
The Incremental Method for Discovery of Association Rules....Pages 153-160
Feature Extraction with Wavelet Transformation for Statistical Object Recognition....Pages 161-168
Digital Filter Design with Constraints in Time and Frequency Domains....Pages 169-176
Efficient Implementation of Nearest Neighbor Classification....Pages 177-186
Inductive Development of Customer e-Loyalty Theory with Bayesian Networks....Pages 187-194
Front Matter....Pages 69-69
Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points....Pages 195-202
Learning from a Test Set....Pages 203-210
Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM....Pages 211-218
Feature Selection in Unsupervised Context: Clustering Based Approach....Pages 219-226
Conceptual Ontological Object Knowledge Base and Language....Pages 227-234
A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests....Pages 235-242
Approximation Algorithm for the Argument Reduction Problem....Pages 243-248
Spread Histogram — A Method for Calculating Spatial Relations Between Objects....Pages 249-256
Comparing Modifcation Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules....Pages 257-262
Multi-Channels Time-Domain-Constrained Fuzzy c -Regression Models....Pages 263-270
Pairwise Selection of Features and Prototypes....Pages 271-278
Evolutionary Method in Grouping of Units....Pages 279-286
Interpretation of Medical Symptoms Using Fuzzy Focal Elements....Pages 287-293
User Model for Conceptual and Personalized Search....Pages 295-302
On the Relationship Between Active Contours and Contextual Classification....Pages 303-310
An Improvement on LDA Algorithm for Face Recognition....Pages 311-318
Estimating and Calculating Consensus with Simple Dependencies of Attributes....Pages 319-328
The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task....Pages 329-336
Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis....Pages 337-344
Front Matter....Pages 345-345
An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image....Pages 347-354
Front Matter....Pages 345-345
Specification of the Evidence Accumulation-Based Line Detection Algorithm....Pages 355-362
Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm....Pages 363-370
Content Based Image Retrieval Technique....Pages 371-378
Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation....Pages 379-386
Image Decomposition by Grade Analysis - an Illustration....Pages 387-394
Detection of Rectangular Landmarks....Pages 395-402
Q-shift Complex Wavelet-based Image Registration Algorithm....Pages 403-410
Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas....Pages 411-418
Using Modified Hough Transform for Grouping of Image Features....Pages 419-426
Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors....Pages 427-434
Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling....Pages 435-442
Detection of Elliptical Shapes Using Contour Grouping....Pages 443-450
Active Shape Models in Practice....Pages 451-458
Fast Detection and Impulsive Noise Attenuation in Color Images....Pages 459-466
Front Matter....Pages 467-467
Adaptive Wearable Vital Signs Monitor for Home Care and Sports....Pages 469-476
Fractal Based Approaches to Morphological Analysis of Fundus Eye Images....Pages 477-484
Recognition of Subtle Microcalcifications in High-Resolution Mammograms....Pages 485-492
The Gait Characteristic Data Spectrum Extraction....Pages 493-501
On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis....Pages 503-510
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest....Pages 511-518
Front Matter....Pages 467-467
Classification of Medical Images in the Domain of Melanoid Skin Lesions....Pages 519-526
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency....Pages 527-534
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison....Pages 535-542
Bias Field Correction for MRI Images....Pages 543-551
SEM Image Analysis for Roughness Assessment of Implant Materials....Pages 553-560
Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network....Pages 561-568
The Cell Structures Segmentation....Pages 569-576
Analysis of Stem Cell Clonal Growth....Pages 577-584
Feature Extraction Optimization in Neural Classifier of Heart Rate Variability Signals....Pages 585-594
Clustering DNA Microarray Data....Pages 595-601
Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer....Pages 603-609
Feature Ranking for Protein Classification....Pages 611-617
Recognition of the Medical Structures in Computerized Chest Radiograph Processing....Pages 619-626
Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy....Pages 627-634
Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms....Pages 635-643
Computer Recognition of Biological Objects’ Internal Structure Using Ultrasonic Projection....Pages 645-652
Machine Learning Methods for Dialysis Therapy Decision Problem — Comparative Study....Pages 653-659
Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach....Pages 661-669
Automatic Recognition of the Arterial Input Function in MRI Studies....Pages 671-677
Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images....Pages 679-685
Front Matter....Pages 687-687
Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks....Pages 689-696
Recognition of Isolated Words of the Polish Sign Language....Pages 697-704
Simple Measure of Typewriter Prints Quality....Pages 705-711
Conversion of Textual Information to Speech for Polish Language....Pages 713-721
Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach....Pages 723-730
Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition....Pages 731-738
Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models....Pages 739-745
Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis....Pages 747-755
Front Matter....Pages 757-757
HMM and WT Fusion for Face Identification....Pages 759-766
Restoration of Partially Occluded Shapes of Faces Using Neural Networks....Pages 767-774
Comparison of Minutiae Matching Techniques....Pages 775-782
Application of Active Shapes to the Structural Face Model....Pages 783-790
Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models....Pages 791-797
Face Recognition Using DCT and LDA....Pages 799-806
The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks....Pages 807-814
Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters....Pages 815-823
Front Matter....Pages 825-825
Dynamic Design with the Use of Intelligent Agents....Pages 827-834
Optical Music Recognition: the Case Study of Pattern Recognition....Pages 835-842
An Application for Tyre-Ground Contact Area Analysis....Pages 843-850
On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting....Pages 851-858
Front Matter....Pages 825-825
A Real-Time Head Tracker Supporting Human Computer Interaction....Pages 859-866
Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins....Pages 867-875
Pattern Recognition and Fault Detection in MEMS....Pages 877-884
Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution....Pages 885-892
Recognition of Polish Car License Plates....Pages 893-900