Kurzyński, Marek
Computer Recognition Systems
Part I. Invited Papers
1. Neural Network-Based
D. Calitoiu, John B. Oommen, D. Nussbaum
2. A Brief Survey of Dynamic Texture Description and Recognition
Dmitry Chetverikov, Renaud Péteri
3. Open Issues in Pattern Recognition
Robert P. W. Duin, El?bieta Pekalska
4. The Role of Ontological Models in Pattern Recognition
Juliusz L. Kulikowski
5. Current Feature Selection Techniques in Statistical Pattern Recognition
Pavel Pudil, Petr Somol
Part II. Features, Learning and Classifiers
6. Margin-based Diversity Measures for Ensemble Classifiers
Tomasz Arod?
7. Boosting the Fisher Linear Discriminant with Random Feature Subsets
Tomasz Arod?
8. A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching
Ghada Badr, John B. Oommen
9. Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter
Jacek Biesiada, W?odzis?aw Duch
10. Linear Ranked Regression - Designing Principles
Leon Bobrowski
11. Time Series Patterns Recognition with Genetic Algorithms
Marcin Borkowski
12. Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier
Robert Burduk
13. A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology
Hubert Cecotti, Abdel Belaïd
14. Fast PCA and LDA for JPEG Images
Weilong Chen, Meng Joo Er, Shiqian Wu
15. A Hybrid ?-Insensitive Learning of Fuzzy Systems
Tomasz Czogala, Jacek M. Leski
16. The Incremental Method for Discovery of Association Rules
Damian Dudek, Aleksander Zgrzywa
17. Feature Extraction with Wavelet Transformation for Statistical Object Recognition
Marcin Grzegorzek, Michael Reinhold, Heinrich Niemann
18. Digital Filter Design with Constraints in Time and Frequency Domains
Norbert Henzel
19. Efficient Implementation of Nearest Neighbor Classification
José R. Herrero, Juan J. Navarro
20. Inductive Development of Customer e-Loyalty Theory with Bayesian Networks
Waldemar Jaro?ski, Koen Vanhoof, José Bloemer
21. Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points
Adam Jó?wik, Pawe? Kie?
22. Learning from a Test Set
Piotr Juszczak, Robert P. W. Duin
23. Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM
Jacek Kawa, Ewa Pietka
24. Feature Selection in Unsupervised Context: Clustering Based Approach
Artur Klepaczko, Andrzej Materka
25. Conceptual Ontological Object Knowledge Base and Language
Marek Krótkiewicz, Krystian Wojtkiewicz
26. A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests
Juliusz L. Kulikowski, Malgorzata Przytulska, Diana Wierzbicka
27. Approximation Algorithm for the Argument Reduction Problem
Piotr Ku?aga, Piotr Sapiecha, Krzysztof S#x0119;p
28. Spread Histogram — A Method for Calculating Spatial Relations Between Objects
Halina Kwasnicka, Mariusz Paradowski
29. Comparing Modifcation Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules
Dariusz Mazur
30. Multi-Channels Time-Domain-Constrained Fuzzy
Aleksander Owczarek, Adam Gacek, Jacek M. Leski
31. Pairwise Selection of Features and Prototypes
El?bieta Pekalska, Artsiom Harol, Carmen Lai, Robert P. W. Duin
32. Evolutionary Method in Grouping of Units
Henryk Potrzebowski, Jaros?aw Sta?czak, Krzysztof S?p
33. Interpretation of Medical Symptoms Using Fuzzy Focal Elements
Ewa Straszecka, Joanna Straszecka
34. User Model for Conceptual and Personalized Search
D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar
35. On the Relationship Between Active Contours and Contextual Classification
Arkadiusz Tomczyk, Piotr S. Szczepaniak
36. An Improvement on LDA Algorithm for Face Recognition
Vo Dinh Minh Nhat, Sungyoung Lee
37. Estimating and Calculating Consensus with Simple Dependencies of Attributes
Michal Zgrzywa, Ngoc Thanh Nguyen
38. The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task
Andrzej Zolnierek, Bartlomiej Rubacha
39. Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis
Héla Zouari, Laurent Heutte, Yves Lecourtier
Part III. Image Processing and Computer Vision
40. An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image
Andrzej Bielecki, Barbara Strug
41. Specification of the Evidence Accumulation-Based Line Detection Algorithm
Leszek J. Chmielewski
42. Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm
Leszek J. Chmielewski
43. Content Based Image Retrieval Technique
Ryszard S. Chora?, Tomasz Andrysiak, Micha? Chora?
44. Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation
Maciej Frydler, Wojciech S. Mokrzycki
45. Image Decomposition by Grade Analysis - an Illustration
Maria Grzegorek
46. Detection of Rectangular Landmarks
Ireneusz Hallmann
47. Q-shift Complex Wavelet-based Image Registration Algorithm
Hala S. Own, Aboul Ella Hassanien
48. Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas
Monika Kowalczyk, Wojciech S. Mokrzycki
49. Using Modified Hough Transform for Grouping of Image Features
Leszek Przybylski
50. Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors
Piotr Skrzypczy?ski
51. Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling
Piotr Skrzypczy?ski
52. Detection of Elliptical Shapes Using Contour Grouping
Marcin Smereka
53. Active Shape Models in Practice
Maciej Smiatacz, Witold Malina
54. Fast Detection and Impulsive Noise Attenuation in Color Images
Bogdan Smolka, Andrzej Chydzinski, Konrad Wojciechowski
Part IV. Medical Applications
55. Adaptive Wearable Vital Signs Monitor for Home Care and Sports
Piotr Augustyniak
56. Fractal Based Approaches to Morphological Analysis of Fundus Eye Images
Maria Berndt-Schreiber
57. Recognition of Subtle Microcalcifications in High-Resolution Mammograms
Krzysztof Boryczko, Marcin Kurdziel
58. The Gait Characteristic Data Spectrum Extraction
Slawomir Chandzlik, Jan Piecha
59. On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis
Mariusz Flasi?ski, El?bieta Rero?, Janusz Jurek, Piotr Wójtowicz, Krzysztof At?asiewicz
60. Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest
Arkadiusz Gertych, Ewa Pietka, H. K Huang
61. 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
62. Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency
Janusz Jezewski, Janusz Wrobel, Tomasz Kupka
63. Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison
Janusz Jezewski, Krzysztof Horoba, Adam Matonia
64. Bias Field Correction for MRI Images
Jaber Juntu, Jan Sijbers, Dirk Dyck, Jan Gielen
65. SEM Image Analysis for Roughness Assessment of Implant Materials
Wlodzimierz Klonowski, Elzbieta Olejarczyk, Robert Stepien
66. Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network
Dariusz Komorowski, Ewaryst Tkacz
67. The Cell Structures Segmentation
Robert Koprowski, Zygmunt Wrobel
68. Analysis of Stem Cell Clonal Growth
Anna Korzynska, Marcin Jurga, Krystyna Domanska-Janik, Wojciech Strojny, Darek Wloskowicz
69. Feature Extraction Optimization in Neural Classifier of Heart Rate Variability Signals
Pawel Kostka, Ewaryst Tkacz
70. Clustering DNA Microarray Data
Henryk Maciejewski, Anna Jasinska
71. Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer
Andrzej Marciniak, Andrzej Obuchowicz, Roman Monczak, Mariusz Ko?odzi?ski
72. Feature Ranking for Protein Classification
Faouzi Mhamdi, Ricco Rakotomalala, Mourad Elloumi
73. Recognition of the Medical Structures in Computerized Chest Radiograph Processing
Piotr Michalec, Wojciech Tarnawski, Zygmunt Mazur
74. Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy
Lukasz Miroslaw, Artur Chorazyczewski, Frank Buchholz, Ralf Kittler
75. Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms
Mariusz Nieniewski
76. Computer Recognition of Biological Objects’ Internal Structure Using Ultrasonic Projection
Krzysztof J. Opielinski, Tadeusz Gudra
77. Machine Learning Methods for Dialysis Therapy Decision Problem — Comparative Study
Wojciech Penar, Michal Wozniak
78. Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach
Dariusz Pietka, Annamonika Dulewicz, Pawel Jaszczak
79. Automatic Recognition of the Arterial Input Function in MRI Studies
Jacek Ruminski, Bartosz Karczewski
80. Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images
Katarzyna Stapor, Adrian Brueckner
Part V. Speech and Word Recognition
81. Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks
Wojciech Kacalak, Maciej Majewski
82. Recognition of Isolated Words of the Polish Sign Language
Tomasz Kapuscinski, Marian Wysocki
83. Simple Measure of Typewriter Prints Quality
Jacek Lebied?
84. Conversion of Textual Information to Speech for Polish Language
Bozena Piorkowska, Janusz Rafalko, Edward Shpilewski
85. Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach
Jerzy Sas, Marek Kurzynski
86. Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition
Jerzy Sas, Marek Kurzynski
87. Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models
Piotr Staroniewicz
88. Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis
Marcin Szymanski, Stefan Grocholewski
Part VI. Fingerprint and Face Recognition
89. HMM and WT Fusion for Face Identification
Janusz Bobulski
90. Restoration of Partially Occluded Shapes of Faces Using Neural Networks
Christina Draganova, Andreas Lanitis, Chris Christodoulou
91. Comparison of Minutiae Matching Techniques
Maciej Hrebie?, Andrzej Marciniak, Józef Korbicz
92. Application of Active Shapes to the Structural Face Model
Andrzej Kasinski, Maciej Krol
93. Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models
Maciej Krol, Andrzej Florek
94. Face Recognition Using DCT and LDA
Adam Nowosielski
95. The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks
Piotr Porwik, Krzysztof Wrobel
96. Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters
Shigeru Takano, Koichi Niijima
Part VII. Various Applications
97. Dynamic Design with the Use of Intelligent Agents
Ewa Grabska, Gra?yna ?lusarczyk, Pawe? Grze?
98. Optical Music Recognition: the Case Study of Pattern Recognition
Wladyslaw Homenda
99. An Application for Tyre-Ground Contact Area Analysis
Klaudia Jankowska, Tomasz Krzyzynski, Andreas Domscheit
100. On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting
Janusz Jurek, Tomasz Peszek
101. A Real-Time Head Tracker Supporting Human Computer Interaction
Bogdan Kwolek
102. Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins
Ewa Lukasik
103. Pattern Recognition and Fault Detection in MEMS
Karim Mohammadi, Reza Asgary
104. Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution
Dominika Nowak, Wojciech Palacz, Barbara Strug
105. Recognition of Polish Car License Plates
Pawe? Wróblewski
Keywords: Engineering, Appl.Mathematics/Computational Methods of Engineering, Pattern Recognition, Artificial Intelligence (incl. Robotics), Applications of Mathematics, Information Systems and Communication Service
- Author(s)
- Kurzyński, Marek
- Puchała, Edward
- Woźniak, Michał
- żołnierek, Andrzej
- Publisher
- Springer
- Publication year
- 2005
- Language
- en
- Edition
- 1
- Series
- Advances in Soft Computing
- Page amount
- 921 pages
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9783540323907