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Burduk, Robert

Computer Recognition Systems 4

Burduk, Robert - Computer Recognition Systems 4, ebook

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ISBN: 9783642203206
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Table of contents

I. BIOMETRICS

1. On-Line Signature Recognition Based on Reduced Set of Points
Iwona Kostorz, Rafal Doroz

2. Pose Invariant Face Recognition Method Using Stereo Vision
Jacek Komorowski, Przemyslaw Rokita

3. Subspace Algorithms for Face Verification
Maciej Smiatacz

4. Fingerprint Orientation Field Enhancement
Lukasz Wieclaw

5. Lip Print Recognition Based on Mean Differences Similarity Measure
Lukasz Smacki, Krzysztof Wrobel

6. Human Vein Pattern Correlation - A Comparison of Segmentation Methods
Rafał Kabaciński, Mateusz Kowalski

7. Knuckle Recognition for Human Identification
Michał Choraś, Rafał Kozik

II. FEATURES, LEARNING AND CLASSIFIERS

8. Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal
Anna Fabijańska

9. Conceptual Design with the Use of Graph-Based Structures
Grażyna Ślusarczyk

10. Estimation of Tolerance Relation on the Basis of Pairwise Comparisons
Leszek Klukowski

11. Radial Basis Function Kernel Optimization for Pattern Classification
Paweł Chudzian

12. Evaluation of Reliability of a Decision-Making Process Based on Pattern Recognition
Artur Sierszeń, Łukasz Sturgulewski

13. Prototype Extraction of a Single-Class Area for the Condensed 1-NN Rule
Marcin Raniszewski

14. Robust Nonparametric Regression with Output in SO(3)
Grzegorz Jabłoński

15. Time Series Prediction with Periodic Kernels
Marcin Michalak

16. Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning
Krzysztof Grąbczewski

17. Designing Structured Sparse Dictionaries for Sparse Representation Modeling
G. Tessitore, R. Prevete

18. Run-Time Performance Analysis of the Mixture of Experts Model
Giuliano Armano, Nima Hatami

19. Fuzzy Clustering Finding Prototypes on Classes Boundary
Michal Jezewski, Jacek Leski

20. Syntactic Pattern Recognition: Survey of Frontiers and Crucial Methodological Issues
Mariusz Flasiński, Janusz Jurek

21. New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems
Bartlomiej Antosik, Marek Kurzynski

22. Privacy Preserving Models of k-NN Algorithm
Bartosz Krawczyk, Michal Wozniak

23. Some Properties of Binary Classifier with Fuzzy-Valued Loss Function
Robert Burduk

III. IMAGE PROCESSING AND COMPUTER VISION

24. Interactive Exploration of Image Collections
Gerald Schaefer

25. Variable Complexity Reduction in Image Grade Decomposition
Maria Grzegorek

26. Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity
Krzysztof Michalak, Bartłomiej Dzieńkowski, Elżbieta Hudyma, Michał Stanek

27. A Tool for Implementing and Evaluating Image Processing Algorithms inside FPGA Circuits
E. Guzmán, I. García, M. Mendoza

28. Textural Features for Scribble-Based Image Colorization
Michal Kawulok, Jolanta Kawulok, Bogdan Smolka

29. Palette Generation in L
*
a
*
b
* Colour Space Using ΔE
W. S. Mokrzycki, M. Tatol

30. Colour Image Quality Assessment Using the Combined Full-Reference Metric
Krzysztof Okarma

31. Model-Based 3D Human Motion Capture Using Global-Local Particle Swarm Optimizations
Tomasz Krzeszowski, Bogdan Kwolek, Konrad Wojciechowski

32. Gesture Data Modeling and Classification Based on Critical Points Approximation
Michał Cholewa, Przemysław Głomb

33. Evaluation of Illumination Compensation Approaches for ELGBPHS
Matthias Fischer, Marlies Rybnicek, Christoph Fischer

34. Efficient Stamps Classification by Means of Point Distance Histogram and Discrete Cosine Transform
Paweł Forczmański, Dariusz Frejlichowski

35. Color Image Retrieval Based on Mixture Approximation and Color Region Matching
Maria Luszczkiewicz-Piatek, Bogdan Smolka

36. LAMDA Methodology Applied to Image Vector Quantization
E. Guzmán, J. G. Zambrano, I. García, Oleksiy Pogrebnyak

37. Detection of Semantically Significant Image Elements Using Neural Networks
Jagoda Lazarek, Piotr S. Szczepaniak

38. The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data
Michał Romaszewski, Przemysław Głomb

39. A Generic Approach to the Texture Detection Problem in Digital Images
Christian Feinen, Marcin Grzegorzek, Detlev Droege, Dietrich Paulus

40. Waterball - IterativeWatershed Algorithm with Reduced Oversegmentation
Michal Swiercz, Marcin Iwanowski

41. Kernel Postprocessing of Multispectral Images
Marcin Michalak, Adam Świtoński

42. A Semi-local Topological Constraint for Efficient Detection of Near-Duplicate Image Fragments
Mariusz Paradowski, Andrzej Śluzek

43. Morphology-Based Method for Reconstruction of Invisible Road Parts on Remote Sensing Imagery and Digitized Maps
Bartlomiej Zielinski, Marcin Iwanowski

44. Spatio-Temporal Filters in Video Stream Processing
Marek Szczepanski

45. Simplifying SURF Feature Descriptor to Achieve Real-Time Performance
Marek Kraft, Adam Schmidt

46. Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties
Tomasz Koszmider, Krzysztof Strzecha, Anna Fabijańska, Marcin Bakała

47. A Fuzzy C-Means Based Color Impulse Noise Detection and Its Benefits for Color Image Filtering
Mihaela Cislariu, Mihaela Gordan, Victor Eugen Salca, Aurel Vlaicu

48. Stereovision System for Visually Impaired
Rafal Kozik

IV. KNOWLEDGE ACQUISITION BASED ON REASONING METHODS

49. Artefactual Reasoning in a Hypergraph-Based CAD System
Mehul Bhatt, Szymon Gajek, Ewa Grabska, Wojciech Palacz

50. A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints
Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Kamila Sprężak, Wadim Wojciechowski, Bartosz Zieliński

51. Using Graph Mining Approach to Automatic Reasoning in Design Support Systems
Barbara Strug

52. A New Approach to Multi-class SVM-Based Classification Using Error Correcting Output Codes
Wiesław Chmielnicki, Katarzyna Stąpor

53. Fractal Dimension in the Landscape Change Estimation
Piotr Łabędź, Agnieszka Ozimek

54. An Oversegmentation Method for Handwritten Character Segmentation
Magdalena Brodowska

V. MEDICAL APPLICATIONS

55. Instantaneous Measurement of SNR in Electrocardiograms Based on Quasi-continuous Time-Scale Noise Modeling
Piotr Augustyniak

56. Data Queuing for Non-uniform Telemedical Reporting
Piotr Augustyniak

57. Analysis of Dispersion of Isopotential Areas Values in EEG Maps Sequences
Hanna Goszczynska, Marek Doros, Leszek Kowalczyk, Paweł Hoser, Krystyna Kolebska

58. Robust Estimation of Respiratory Rate Based on Linear Regression
J. Łęski, N. Henzel, A. Momot, M. Momot, J. Śledzik

59. Discriminating Power of an Sample Entropy and a Nonlinear Association Index in Prediction of a Preterm Labor Based on Electrohysterographical Signals
Dariusz Radomski, Agnieszka Małkiewicz

60. Knowledge Extraction for Heart Image Segmentation
Arkadiusz Tomczyk, Piotr S. Szczepaniak

61. Estimation of Wandering ECG Signal Baseline Using Detection of Characteristic Points in PQRST Complex for Avoiding Distortions in Complex Morphology
Joanna Śledzik, Mirosława Stelengowska

62. Continuous Wavelet Transform as an Effective Tools for Detecting Motion Artifacts in Electrogastrographical Signals
Barbara T. Mika, Ewaryst J. Tkacz, Paweł S. Kostka

63. Asymmetry of Digital Images Describing Melanocytic Skin Lesions
Pawel Cudek, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe

64. Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis
Paweł Filipczuk, Marek Kowal, Andrzej Obuchowicz

65. Application of Pattern Recognition Techniques for the Analysis of Histopathological Images
Adam Krzyżak, Thomas Fevens, Mehdi Habibzadeh, Łukasz Jeleń

VI. MISCELLANEOUS APPLICATIONS

66. Two-Stage Data Reduction for a SVM Classifier in a Face Recognition Algorithm Based on the Active Shape Model
Maciej Krol, Andrzej Florek

67. A New Star Identification Algorithm Based on Fuzzy Algorithms
Shahin Sohrabi, Ali Asghar Beheshti Shirazi

68. User Authentication Based on Keystroke Dynamics Analysis
Agata Kolakowska

69. Determining Feature Points for Classification of Vehicles
Wieslaw Pamula

70. Edge Detection Using CNN for the Localization of Non-standard License Plate
L. N. P. Boggavarapu, R. S. Vaddi, H. D. Vankayalapati, K. R. Anne

71. Artificial Neural Network Approach for Evaluation of Gas Sensor Array Responses
Iwona Rutkowska, Barbara Flisowska-Wiercik, Przemysław M. Szecówka, Andrzej Szczurek

72. Developing Decision Tree for Identification of Critical Voltage Control Areas
Robert A. Lis

73. A Review: Approach of Fuzzy Models Applications in Logistics
Dragan Simić, Svetlana Simić

74. Expansion of Matching Pursuit Methodology for Anomaly Detection in Computer Networks
Łukasz Saganowski, Tomasz Andrysiak, Michał Choraś, Rafał Renk

75. Stochastic Modelling of Sentence Semantics in Speech Recognition
Włodzimierz Kasprzak, Paweł Przybysz

76. Thai Character Recognition Using “Snakecut” Technique
Thakerng Wongsirichot, Piyawan Seekaew, Parunyu Arnon

77. Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering
Rafal Zdunek

78. Distant Co-occurrence Language Model for ASR in LooseWord Order Languages
Jerzy Sas, Andrzej Zolnierek

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Author(s)
 
 
 
Publisher
Springer
Publication year
2011
Language
en
Edition
1
Series
Advances in Intelligent and Soft Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783642203206

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