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Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

Author: Robert Burduk; et al
Publisher: Cham ; New York : Springer, ©2013.
Series: Advances in intelligent systems and computing, v.226.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:
This book is a study of computer recognition systems. It contains articles contributed by experts of pattern recognition, and reports on current research with respect to both methodology and applications. Topics include: biometrics; data stream classification and big data analytics; features, learning, and classifiers; image processing and computer vision; medical applications; pattern recognition and image  Read more...
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Details

Genre/Form: Electronic books
Conference proceedings
Congresses
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Robert Burduk; et al
ISBN: 9783319009698 3319009699
OCLC Number: 846900256
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource.
Contents: Features, Learning, and Classifiers. Toward Computer-Aided Interpretation of Situations / Juliusz L. Kulikowski --
Classification of Multi-dimensional Distributions Using Order Statistics Criteria / A. Thomas, B. John Oommen --
Knowledge Extraction from Graph-Based Structures in Conceptual Design / Grażyna Ślusarczyk --
Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons / Leszek Klukowski --
Generalized Constraint Design of Linear-Phase FIR Digital Filters / Norbert Henzel, Jacek M. Leski --
Reduced Kernel Extreme Learning Machine / Wanyu Deng, Qinghua Zheng, Kai Zhang --
Using Positional Information in Modeling Inflorescence Discs / Malgorzata Prolejko --
A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning / Wojciech Kwedlo --
Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure / Bartłomiej Zieliński, Marcin Iwanowski --
Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL(k)-Based Automata / Janusz Jurek, Tomasz Peszek --
Decision Rules in Simple Decision Systems over Ontological Graphs / Krzysztof Pancerz --
Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes / Michal Jezewski, Jacek M. Leski --
Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers / Leon Bobrowski, Magdalena Topczewska --
Hidden Markov Models For Two-Dimensional Data / Janusz Bobulski --
Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection / Maciej Krysmann, Marek Kurzynski --
The Method of Improving the Structure of the Decision Tree Given by the Experts / Robert Burduk --
Biometrics. Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors / Aditya Raj ... [et al.] --
Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces - How to Face the Face Verification Task / Maciej Smiatacz --
A Content Based Feature Combination Method for Face Recognition / Madeena Sultana, Marina Gavrilova --
Face Recognition Based on Sequence of Images / Jacek Komorowski, Przemyslaw Rokita --
Statistical Analysis in Signature Recognition System Based on Levenshtein Distance / Malgorzata Palys, Rafal Doroz, Piotr Porwik --
A Computational Assessment of a Blood Vessel's Roughness / Tomasz Wesolowski, Krzysztof Wrobel --
Performance Benchmarking of Different Binarization Techniques for Fingerprint-Based Biometric Authentication / Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki --
Biometric Features Selection with k-Nearest Neighbours Technique and Hotelling Adaptation Method / Piotr Porwik, Rafal Doroz --
Data Stream Classification and Big Data Analytics. Predictive Regional Trees to Supplement Geo-Physical Random Fields / Annalisa Appice, Sonja Pravilovic, Donato Malerba --
Extending Bagging for Imbalanced Data / Jerzy Błaszczyński, Jerzy Stefanowski, Łukasz Idkowiak --
Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems / Sascha Henzgen, Marc Strickert, Eyke Hüllermeier --
Recovery Analysis for Adaptive Learning from Non-stationary Data Streams / Ammar Shaker, Eyke Hüllermeier --
Analysis of Roles and Groups in Blogosphere / Bogdan Gliwa, Anna Zygmunt, Jarosław Koźlak --
Knowledge Generalization from Long Sequence of Execution Scenarios / Radosław Z. Ziembiński --
Incremental Learning and Forgetting in One-Class Classifiers for Data Streams / Bartosz Krawczyk, Michał Woźniak --
Comparable Study of Statistical Tests for Virtual Concept Drift Detection / Piotr Sobolewski, Michał Woźniak --
Image Processing and Computer Vision. An Experimental Comparison of Fourier-Based Shape Descriptors in the General Shape Analysis Problem / Katarzyna Gościewska, Dariusz Frejlichowski --
Extraction of the Foreground Regions by Means of the Adaptive Background Modelling Based on Various Colour Components for a Visual Surveillance System / Dariusz Frejlichowski ... [et al.] --
Repeatability Measurements for 2D Interest Point Detectors on 3D Models / Simon R. Lang, Martin H. Luerssen, David M. W. Powers --
Extended Investigations on Skeleton Graph Matching for Object Recognition / Jens Hedrich ... [et al.] --
Low-Level Image Features for Stamps Detection and Classification / Paweł Forczmański, Andrzej Markiewicz --
Stochastic Approximation to Reconstruction of Vector-Valued Images / Dariusz Borkowski --
Image Segmentation with Use of Cross-Entropy Clustering / Marek Śmieja, Jacek Tabor --
Detection of Disk-Like Particles in Electron Microscopy Images / P. Spurek, J. Tabor, E. Zając --
A GPU Accelerated Local Polynomial Approximation Algorithm for Efficient Denoising of MR Images / Artur Klepaczko --
Altair: Automatic Image Analyzer to Assess Retinal Vessel Caliber / Gabino Verde ... [et al.] --
Real-Time Wrist Localization in Hand Silhouettes / Tomasz Grzejszczak, Jakub Nalepa, Michal Kawulok --
An s-layered Grade Decomposition of Images / Maria Grzegorek --
System-Level Hardware Implementation of Simplified Low-Level Color Image Descriptor / Paweł Forczmański, Piotr Dziurzański --
Reconstruction of Head Surface Model from Single Scan / Krzysztof Skabek, Dawid Łapczynski --
The Effectiveness of Matching Methods for Rectified Images / Pawel Popielski, Zygmunt Wrobel, Robert Koprowski --
The Print-Scan Problem in Printed Steganography of Face Images / Włodzimierz Kasprzak, Maciej Stefańczyk, Jan Popiołkiewicz --
Phototool Geometry Verification / Jarosław Zdrojewski, Adam Marchewka --
Structure from Motion in Three - Dimensional Modeling of Human Head / Anna Wójcicka, Zygmunt Wróbel --
A Short Overview of Feature Extractors for Knuckle Biometrics / Michał Choraś --
Three-Stage Method of Text Region Extraction from Diagram Raster Images / Jerzy Sas, Andrzej Zolnierek --
Medical Applications. Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals / Jacek M. Leski, Norbert Henzel --
Interpolation Procedure in Filtered Backprojection Algorithm for the Limited-Angle Tomography / Aleksander Denisiuk --
Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth / Janusz Jezewski ... [et al.] --
Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM / M. Termenon ... [et al.] --
Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand / Izabela Rejer --
On the Use of Programmed Automata for a Verification of ECG Diagnoses / Mariusz Flasiński, Piotr Flasiński, Ewa Konduracka --
Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images / Grzegorz Dwojakowski, Artur Klepaczko, Andrzej Materka --
Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis / Marek Kowal ... [et al.] --
Detecting Overlapped Nuclei Regions in the Feulgen-Stained Cytological Smears / Bogusław D. Piętka, Annamonika Dulewicz --
Density Invariant Detection of Osteoporosis Using Growing Neural Gas / Igor T. Podolak, Stanisław K. Jastrzębski --
Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage / Bartosz Krawczyk ... [et al.] --
Miscellaneous Applications. A Blinking Measurement Method for Driver Drowsiness Detection / Belhassen Akrout, Walid Mahdi --
Description of Human Activity Using Behavioral Primitives / Piotr Augustyniak --
How to Become Famous? Motives in Scientific Social Networks / Adam Matusiak, Mikołaj Morzy --
AdaBoost for Parking Lot Occupation Detection / Radovan Fusek ... [et al.] --
Blink Detection Based on the Weighted Gradient Descriptor / Krystian Radlak, Bogdan Smolka --
Touchless Input Interface for Disabled / Adam Nowosielski, Łukasz Chodyła --
Architecture of the Semantically Enhanced Intellectual Property Protection System / Dariusz Ceglarek --
Validation of Clustering Techniques for User Group Modeling / Danuta Zakrzewska --
Parking Lot Occupancy Detection Using Computational Fluid Dynamics / Tomas Fabian --
Human Fall Detection Using Kinect Sensor / Michal Kepski, Bogdan Kwolek --
Evaluation of Various Techniques for SQL Injection Attack Detection / Michał Choraś, Rafał Kozik --
Task Allocation in Distributed Mesh-Connected Machine Learning System: Simplified Busy List Algorithm with Q-Learning Based Queuing / Agnieszka Majkowska, Dawid Zydek, Leszek Koszałka --
Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble / Rafal Lysiak, Marek Kurzynski --
Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition / Andrzej R. Wolczowski ... [et al.] --
Data Preprocessing with GPU for DBSCAN Algorithm / Piotr Cal, Michał Woźniak --
Pattern Recognition and Image Processing in Robotics. Structured Light Techniques for 3D Surface Reconstruction in Robotic Tasks / M. Rodrigues ... [et al.] --
Multi-modal People Detection from Aerial Video / Helen Flynn, Stephen Cameron --
The Classification of the Terrain by a Hexapod Robot / Adam Schmidt, Krzysztof Walas --
Robust Registration of Kinect Range Data for Sensor Motion Estimation / Michał Nowicki, Piotr Skrzypczyński --
Utilization of Depth and Color Information in Mobile Robotics / Maciej Stefańczyk, Konrad Bojar, Włodzimierz Kasprzak --
Speech and Word Recognition. Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines / Marcin Grzegorzek ... [et al.] --
Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation / Ireneusz Codello ... [et al.] --
Evaluation of the Document Classification Approaches / Michal Hrala, Pavel Král --
The Prolongation-Type Speech Non-fluency Detection Based on the Linear Prediction Coefficients and the Neural Networks / Adam Kobus ... [et al.]
Series Title: Advances in intelligent systems and computing, v.226.
Other Titles: CORES 2013
Responsibility: Robert Burduk...[et al.], editors.
More information:

Abstract:

This book is a study of computer recognition systems. It contains articles contributed by experts of pattern recognition, and reports on current research with respect to both methodology and applications. Topics include: biometrics; data stream classification and big data analytics; features, learning, and classifiers; image processing and computer vision; medical applications; pattern recognition and image processing in robotics; speech and word recognition.

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