Computer Recognition Systems: Proceedings Of The 4th International Conference on Computer Recognition Systems CORES '05

by Kurzynski, Marek; Puchala, Edward; Wozniak, Michal; Zolnierek, Andrzej

• ISBN13: 9783540250548
• ISBN10: 3540250549
• Format: Paperback
• Copyright: 2005-07-16
• Publisher: Springer Verlag

Summary

This book presents the results of the 4 th International Conference on Computer Recognition Sstems CORESa??05 held May 22-25, 2005 in Rydzyna Castle, Poland. It brings together original research results in both methodological issues and different application areas of pattern recognition. The contributions cover all topics in pattern recognition including: -Classification and interpretation of text, video, voice -Statistical, soft and structural methods of pattern recognition -Image processing, analysis and interpretation -Machine learning -Data and Web mining -Knowledge-based decision support systems -Advanced signal processing methods or -Special hardware architecture.

Table of Contents

Part I INVITED PAPERS
Neural Network-Based Chaotic Pattern Recognition – Part 2: Stability and Algorithmic Issues
D. Calitoiu, John B. O^rnmen, D. Nussbaum	3	(14)
A Brief Survey of Dynamic Texture Description and Recognition
Dmitry Chetverikov, Renaud Péteri	17	(10)
Open Issues in Pattern Recognition
Robert P.W. Duin, Elzbieta Pekalska	27	(16)
The Role of Ontological Models in Pattern Recognition
Juliusz L. Kulikowski	43	(10)
Current Feature Selection Techniques in Statistical Pattern Recognition
Pavel Pudil, Petr Somol	53	(18)
Part II FEATURES, LEARNING AND CLASSIFIERS
Margin-based Diversity Measures for Ensemble Classifiers
Tomasz Arodz	71	(8)
Boosting the Fisher Linear Discriminant with Random Feature Subsets
Tomasz Arodz	79	(8)
A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching
Chada Badr, John B. Oommen	87	(8)
Feature Selection for High-Dimensional Data: A KolmogorovSmirnov Correlation-Based Filter
Jacek Biesiada, Wlodzislaw Duch	95	(10)
Linear Ranked Regression - Designing Principles
Leon Bobrowski	105	(8)
Time Series Patterns Recognition with Genetic Algorithms
Marcia Borkowski	113	(8)
Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier
Robert Burduk	121	(8)
A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology
Hubert Cecotti, Abdel Belaid,	129	(8)
Fast PCA and LDA for JPEG Images
Weilong Chen, Meng Joo Er, Shiqian Wu	137	(8)
A Hybrid epsilon-Insensitive Learning of Fuzzy Systems
Tomasz Czogala, Jacek M. Leski	145	(8)
The Incremental Method for Discovery of Association Rules
Damian Dudek, Aleksander Zgrzytwa	153	(8)
Feature Extraction with Wavelet Transformation for Statistical Object Recognition
Marcin Grzegorzek, Michael Reinhold, Heinrich Niemann	161	(8)
Digital Filter Design with Constraints in Time and Frequency Domains
Norbert Henzel	169	(8)
Efficient Implementation of Nearest Neighbor Classification
José R. Herrero, Jama J. Navarro	177	(10)
Inductive Development of Customer e-Loyalty Theory with Bayesian Networks
Waldemar Jaroñski, Koen Vanhoof, José Bloemer	187	(8)
Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points
Adam Józwik, Pawel Kieš	195	(8)
Learning from a Test Set
Piotr Juszczak, Robert P.W. Duin	203	(8)
Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM
Jacek Kawa, Ewa Pietka	211	(8)
Feature Selection in Unsupervised Context: Clustering Based Approach
Artur Klepaczko, Andrzej Materka	219	(8)
Conceptual Ontological Object Knowledge Base and Language
Marek Krótkiewicz, Krystian Wojtkiewicz	227	(8)
A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests
Juliusz L. Kulikowski, Malgorzata Przytulska, Diana Wierzbicka	235	(8)
Approximation Algorithm for the Argument Reduction Problem
Piotr Kulaga, Piotr Sapiecha, Krzysztof Sep	243	(6)
Spread Histogram – A Method for Calculating Spatial Relations Between Objects
Halina Kwasnicka, Mariusz Paradowski	249	(8)
Comparing Modification Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules
Dariusz Mazur	257	(6)
Multi-Channels Time-Domain-Constrained Fuzzy c-Regression Models
Aleksander Owczarek, Adam Gacek, Jacek M. Leski	263	(8)
Pairwise Selection of Features and Prototypes
Elzbieta Pekalska, Artsiom Harol, Carmen Lai, Robert P.W. Duin	271	(8)
Evolutionary Method in Grouping of Units
Henryk Potrzebowski, Jaroslaw Stañczak, Krzysztof Sep	279	(8)
Interpretation of Medical Symptoms Using Fuzzy Focal Elements
Ewa Straszecka, Joanna Straszecka	287	(8)
User Model for Conceptual and Personalized Search
D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar	295	(8)
On the Relationship Between Active Contours and Contextual Classification
Arkadinsz Tornczyk, Piotr S. Szczepaniak	303	(8)
An Improvement on LDA Algorithm for Face Recognition
Vo Dinh Minh Nhat, Sungyoung Lee	311	(8)
Estimating and Calculating Consensus with Simple Dependencies of Attributes
Michal Zgrzywa, Ngoe Thanh Nguyen	319	(10)
The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task
Andrzej Zolnierek, Bartlomiej Rubacha	329	(8)
Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis
Héla Zouari, Laurent Heutte, Yves Lecourtier	337	(10)
Part III IMAGE PROCESSING AND COMPUTER VISION
An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image
Andrzej Bielecki, Barbara Strug	347	(8)
Specification of the Evidence Accumulation-Based Line Detection Algorithm
Leszek J. Chmielewski	355	(8)
Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm
Leszek J. Chmielewski	363	(8)
Content Based Image Retrieval Technique
Ryszard S. Choras Tomasz Andrysiak, Michal Choras	371	(8)
Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation
Maciej Frydler, Wojciech, S. Mokrzycki	379	(8)
Image Decomposition by Grade Analysis - an Illustration
Maria Grzegorek	387	(8)
Detection of Rectangular Landmarks
Ireneusz Hallmann	395	(8)
Q-shift Complex Wavelet-based Image Registration Algorithm
Hala S. Own, Aboul Ella Hassanien	403	(8)
Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas
Monika Kowalczyk, Wojciech S. Mokrzycki	411	(8)
Using Modified Hough Transform for Grouping of Image Features
Leszek Przybylski	419	(8)
Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors
Piotr Skrzypczynski	427	(8)
Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling
Piotr Skrzypczynski	435	(8)
Detection of Elliptical Shapes Using Contour Grouping
Marcin Smereka	443	(8)
Active Shape Models in Practice
Maciej Smiatacz, Witold Malina	451	(8)
Fast Detection and Impulsive Noise Attenuation in Color Images
Bogdan Srnolka, Andrzej Chydzinski, Konrad Wojciechowski	459	(10)
Part IV MEDICAL APPLICATIONS
Adaptive Wearable Vital Signs Monitor for Home Care and Sports
Piotr Augustyniak	469	(8)
Fractal Based Approaches to Morphological Analysis of Fundus Eye Images
Maria Berndt-Schreiber	477	(8)
Recognition of Subtle Microcalcifications in High-Resolution Mammograms
Krzysztof Boryczko, Marcin Kurdziel	485	(8)
The Gait Characteristic Data Spectrum Extraction
Slawomir Chandzlik, Jan Piecha	493	(10)
On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis
Mariusz Flasinski, Elzbieta Reron, Janusz Jarek, Piote Wójtowicz, Krzysztof Atlasiewicz	503	(8)
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest
Arkadiusz Gertych, Ewa Pietka, H.K. Huang	511	(8)
Classification of Medical Images in the Domain of Melanoid Skin Lesions
Zdzislaw S. Hippe, Jerzy Grzymala-Busse, Piotr Blajdo, Maksymilian Knap, Teresa Mroczek, Wieslaw Paja, Mariusz Wrzesien	519	(8)
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency.
Janusz Jezewski, Janusz Wrobel, Tomasz Kupka	527	(8)
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison.
Janusz Jezewski, Krzysztof Horoba, Adam Matonia	535	(8)
Bias Field Correction for MRI Images
Jaber Jentu, Jan Sijbers, Dirk Van Dyck, Jan Gielen	543	(10)
SEM Image Analysis for Roughness Assessment of Implant Materials
Wlodzimierz Klonowski, Elzbieta Olejarczyk, Robert Stepien	553	(8)
Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network
Darcusz Komorowski, Ewaryst Tkacz	561	(8)
The Cell Structures Segmentation
Robert Koprowski, Zygmunt Wrobell	569	(8)
Analysis of Stem Cell Clonal Growth
Anna Korzynska, Marcin Jurga, Krystyna Domanska-Janik, Wojciech Strojny, Darek Wloskowicz	577	(8)
Feature Extraction Optimization in Neural Classifier of Heart liaite Variability Signals
Pawel Kostka, Ewaryst Tkacz	585	(10)
Clustering DNA Microarray Data
Henryk Maciejewski, Anna Jasinska	595	(8)
Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer
Andrzej Marciniak, Andrzej Obuchowicz, Roman Monczak, Mariusz Kolodzinski	603	(8)
Feature Ranking for Protein Classification
Faouzi Mhamdi, Ricco Rakotomalala, Monrad Ellourni	611	(8)
Recognition of the Medical Structures in Computerized Chest Radiograph Processing
Piotr Michalec, Wojciech Tarnawski, Zygmunt Mazur	619	(8)
Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy
Lukasz Miroslaw, Artur Chorazyczewski, Frank Buchholz, Ralf Kittler	627	(8)
Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms
Mariusz Nieniewski	635	(10)
Computer Recognition of Biological Objects' Internal Structure Using Ultrasonic Projection
Krzysztof J. Opielinski, Tadeusz Gudra	645	(8)
Machine Learning Methods for Dialysis Therapy Decision Problem – Comparative Study
Wojciech Penar, Michal Wozniak	653	(8)
Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach.
Dariusz Pietka, Annamonika Dulewicz, Pawel Jaszczak	661	(10)
Automatic Recognition of the Arterial Input Function in MRI Studies
Jacek Ruminski, Bartosz Karczewski	671	(8)
Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images
Katarzyna Stapor, Adrian Brueckner	679	(10)
Part V SPEECH AND WORD RECOGNITION
Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks
Wojciech Kacalak, Maciéj Majewski	689	(8)
Recognition of Isolated Words of the Polish Sign Language
Tomasz Kapascinski, Marian Wysocki	697	(8)
Simple Measure of Typewriter Prints Quality
Jacek Lebiedz	705	(8)
Conversion of Textual Information to Speech for Polish Language
Bozena Piorkowska, Janusz Rafalko, Edward Shpilewski	713	(10)
Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach
Jerzy Sas, Marele Kuczynski	723	(8)
Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition
Jerzy Sas, Marele Kurzynski	731	(8)
Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models
Piotr Staroniewicz	739	(8)
Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis.
Marcin Szymanski, Stefan Grocholewski	747	(12)
Part VI FINGERPRINT AND FACE RECOGNITION
HMM and WT Fusion for Face Identification
Janusz Bobulski	759	(8)
Restoration of Partially Occluded Shapes of Faces Using Neural Networks
Christina Draganova, Andreas Lanitis, Chris Christodoulou	767	(8)
Comparison of Minutiae Matching Techniques
Maciej Hrebien, Andrzej Marciniak, Józef Korbicz	775	(8)
Application of Active Shapes to the Structural Face Model
Aidrzej Kasinski, Maciej Krol	783	(8)
Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models
Maciej Krol, Andrzej Florek	791	(8)
Face Recognition Using DCT and LDA
Adam Nowosielski	799	(8)
The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks
Piotr Porwik, Krzysztof Wrobel	807	(8)
Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters
Shigeru Takano, Koichi Niijima	815	(12)
Part VII VARIOUS APPLICATIONS
Dynamic Design with the Use of Intelligent Agents
Pura Grabska, Grazyna Slusarczyk, Pawel Grzes	827	(8)
Optical Music Recognition: the Case Study of Pattern Recognition
Wladyslaw Homenda	835	(8)
An Application for Tyre-Ground Contact Area Analysis
Klaudia Jankowska, Tomasz Krzyzynski, Andreas Dornscheit	843	(8)
On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting
Janusz Jurek, Tomasz Peszek	851	(8)
A Real-Time Head Tracker Supporting Human Computer Interaction
Bogdan Kwolek	859	(8)
Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins
Ewa Lukasik	867	(10)
Pattern Recognition and Fault Detection in MEMS
Karim Mohammadi, Reza Asgary	877	(8)
Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution
Dorninika Nowak, Wojciech Palacz, Barbara Strug	885	(8)
Recognition of Polish Car License Plates
Pawel Wróblewski	893	(8)
Index	901