Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013 / Robert Burduk [and others], editors.
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, learni...
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Full Text (via Springer) |
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| Other title: | CORES 2013. |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Cham ; New York :
Springer,
©2013.
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| Series: | Advances in intelligent systems and computing ;
226. |
| Subjects: |
MARC
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| 245 | 1 | 0 | |a Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013 / |c Robert Burduk [and others], editors. |
| 246 | 3 | |a CORES 2013. | |
| 260 | |a Cham ; |a New York : |b Springer, |c ©2013. | ||
| 300 | |a 1 online resource. | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
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| 490 | 1 | |a Advances in intelligent systems and computing, |x 2194-5357 ; |v v. 226. | |
| 505 | 0 | 0 | |t Features, Learning, and Classifiers. |t Toward Computer-Aided Interpretation of Situations / |r Juliusz L. Kulikowski -- |t Classification of Multi-dimensional Distributions Using Order Statistics Criteria / |r A. Thomas, B. John Oommen -- |t Knowledge Extraction from Graph-Based Structures in Conceptual Design / |r Grażyna Ślusarczyk -- |t Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons / |r Leszek Klukowski -- |t Generalized Constraint Design of Linear-Phase FIR Digital Filters / |r Norbert Henzel, Jacek M. Leski -- |t Reduced Kernel Extreme Learning Machine / |r Wanyu Deng, Qinghua Zheng, Kai Zhang -- |t Using Positional Information in Modeling Inflorescence Discs / |r Malgorzata Prolejko -- |t A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning / |r Wojciech Kwedlo -- |t Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure / |r Bartłomiej Zieliński, Marcin Iwanowski. |
| 505 | 8 | 0 | |t Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL(k)-Based Automata / |r Janusz Jurek, Tomasz Peszek -- |t Decision Rules in Simple Decision Systems over Ontological Graphs / |r Krzysztof Pancerz -- |t Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes / |r Michal Jezewski, Jacek M. Leski -- |t Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers / |r Leon Bobrowski, Magdalena Topczewska -- |t Hidden Markov Models For Two-Dimensional Data / |r Janusz Bobulski -- |t Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection / |r Maciej Krysmann, Marek Kurzynski -- |t The Method of Improving the Structure of the Decision Tree Given by the Experts / |r Robert Burduk -- |t Biometrics. |t Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors / |r Aditya Raj [and others] -- |t Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces -- How to Face the Face Verification Task / |r Maciej Smiatacz. |
| 505 | 8 | 0 | |t A Content Based Feature Combination Method for Face Recognition / |r Madeena Sultana, Marina Gavrilova -- |t Face Recognition Based on Sequence of Images / |r Jacek Komorowski, Przemyslaw Rokita -- |t Statistical Analysis in Signature Recognition System Based on Levenshtein Distance / |r Malgorzata Palys, Rafal Doroz, Piotr Porwik -- |t A Computational Assessment of a Blood Vessel's Roughness / |r Tomasz Wesolowski, Krzysztof Wrobel -- |t Performance Benchmarking of Different Binarization Techniques for Fingerprint-Based Biometric Authentication / |r Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki -- |t Biometric Features Selection with k-Nearest Neighbours Technique and Hotelling Adaptation Method / |r Piotr Porwik, Rafal Doroz -- |t Data Stream Classification and Big Data Analytics. |t Predictive Regional Trees to Supplement Geo-Physical Random Fields / |r Annalisa Appice, Sonja Pravilovic, Donato Malerba -- |t Extending Bagging for Imbalanced Data / |r Jerzy Błaszczyński, Jerzy Stefanowski, Łukasz Idkowiak. |
| 505 | 8 | 0 | |t Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems / |r Sascha Henzgen, Marc Strickert, Eyke Hüllermeier -- |t Recovery Analysis for Adaptive Learning from Non-stationary Data Streams / |r Ammar Shaker, Eyke Hüllermeier -- |t Analysis of Roles and Groups in Blogosphere / |r Bogdan Gliwa, Anna Zygmunt, Jarosław Koźlak -- |t Knowledge Generalization from Long Sequence of Execution Scenarios / |r Radosław Z. Ziembiński -- |t Incremental Learning and Forgetting in One-Class Classifiers for Data Streams / |r Bartosz Krawczyk, Michał Woźniak -- |t Comparable Study of Statistical Tests for Virtual Concept Drift Detection / |r Piotr Sobolewski, Michał Woźniak -- |t Image Processing and Computer Vision. |t An Experimental Comparison of Fourier-Based Shape Descriptors in the General Shape Analysis Problem / |r Katarzyna Gościewska, Dariusz Frejlichowski -- |t Extraction of the Foreground Regions by Means of the Adaptive Background Modelling Based on Various Colour Components for a Visual Surveillance System / |r Dariusz Frejlichowski [and others] |
| 505 | 8 | 0 | |t Repeatability Measurements for 2D Interest Point Detectors on 3D Models / |r Simon R. Lang, Martin H. Luerssen, David M.W. Powers -- |t Extended Investigations on Skeleton Graph Matching for Object Recognition / |r Jens Hedrich [and others] -- |t Low-Level Image Features for Stamps Detection and Classification / |r Paweł Forczmański, Andrzej Markiewicz -- |t Stochastic Approximation to Reconstruction of Vector-Valued Images / |r Dariusz Borkowski -- |t Image Segmentation with Use of Cross-Entropy Clustering / |r Marek Śmieja, Jacek Tabor -- |t Detection of Disk-Like Particles in Electron Microscopy Images / |r P. Spurek, J. Tabor, E. Zając -- |t A GPU Accelerated Local Polynomial Approximation Algorithm for Efficient Denoising of MR Images / |r Artur Klepaczko -- |t Altair: Automatic Image Analyzer to Assess Retinal Vessel Caliber / |r Gabino Verde [and others] -- |t Real-Time Wrist Localization in Hand Silhouettes / |r Tomasz Grzejszczak, Jakub Nalepa, Michal Kawulok -- |t An s-layered Grade Decomposition of Images / |r Maria Grzegorek. |
| 505 | 8 | 0 | |t System-Level Hardware Implementation of Simplified Low-Level Color Image Descriptor / |r Paweł Forczmański, Piotr Dziurzański -- |t Reconstruction of Head Surface Model from Single Scan / |r Krzysztof Skabek, Dawid Łapczynski -- |t The Effectiveness of Matching Methods for Rectified Images / |r Pawel Popielski, Zygmunt Wrobel, Robert Koprowski -- |t The Print-Scan Problem in Printed Steganography of Face Images / |r Włodzimierz Kasprzak, Maciej Stefańczyk, Jan Popiołkiewicz -- |t Phototool Geometry Verification / |r Jarosław Zdrojewski, Adam Marchewka -- |t Structure from Motion in Three -- Dimensional Modeling of Human Head / |r Anna Wójcicka, Zygmunt Wróbel -- |t A Short Overview of Feature Extractors for Knuckle Biometrics / |r Michał Choraś -- |t Three-Stage Method of Text Region Extraction from Diagram Raster Images / |r Jerzy Sas, Andrzej Zolnierek -- |t Medical Applications. |t Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals / |r Jacek M. Leski, Norbert Henzel. |
| 505 | 8 | 0 | |t Interpolation Procedure in Filtered Backprojection Algorithm for the Limited-Angle Tomography / |r Aleksander Denisiuk -- |t Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth / |r Janusz Jezewski [and others] -- |t Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM / |r M. Termenon [and others] -- |t Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand / |r Izabela Rejer -- |t On the Use of Programmed Automata for a Verification of ECG Diagnoses / |r Mariusz Flasiński, Piotr Flasiński, Ewa Konduracka -- |t Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images / |r Grzegorz Dwojakowski, Artur Klepaczko, Andrzej Materka -- |t Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis / |r Marek Kowal [and others] -- |t Detecting Overlapped Nuclei Regions in the Feulgen-Stained Cytological Smears / |r Bogusław D. Piętka, Annamonika Dulewicz. |
| 505 | 8 | 0 | |t Density Invariant Detection of Osteoporosis Using Growing Neural Gas / |r Igor T. Podolak, Stanisław K. Jastrzębski -- |t Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage / |r Bartosz Krawczyk [and others] -- |t Miscellaneous Applications. |t A Blinking Measurement Method for Driver Drowsiness Detection / |r Belhassen Akrout, Walid Mahdi -- |t Description of Human Activity Using Behavioral Primitives / |r Piotr Augustyniak -- |t How to Become Famous? Motives in Scientific Social Networks / |r Adam Matusiak, Mikołaj Morzy -- |t AdaBoost for Parking Lot Occupation Detection / |r Radovan Fusek [and others] -- |t Blink Detection Based on the Weighted Gradient Descriptor / |r Krystian Radlak, Bogdan Smolka -- |t Touchless Input Interface for Disabled / |r Adam Nowosielski, Łukasz Chodyła -- |t Architecture of the Semantically Enhanced Intellectual Property Protection System / |r Dariusz Ceglarek -- |t Validation of Clustering Techniques for User Group Modeling / |r Danuta Zakrzewska. |
| 505 | 8 | 0 | |t Parking Lot Occupancy Detection Using Computational Fluid Dynamics / |r Tomas Fabian -- |t Human Fall Detection Using Kinect Sensor / |r Michal Kepski, Bogdan Kwolek -- |t Evaluation of Various Techniques for SQL Injection Attack Detection / |r Michał Choraś, Rafał Kozik -- |t Task Allocation in Distributed Mesh-Connected Machine Learning System: Simplified Busy List Algorithm with Q-Learning Based Queuing / |r Agnieszka Majkowska, Dawid Zydek, Leszek Koszałka -- |t Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble / |r Rafal Lysiak, Marek Kurzynski -- |t Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition / |r Andrzej R. Wolczowski [and others] -- |t Data Preprocessing with GPU for DBSCAN Algorithm / |r Piotr Cal, Michał Woźniak -- |t Pattern Recognition and Image Processing in Robotics. |t Structured Light Techniques for 3D Surface Reconstruction in Robotic Tasks / |r M. Rodrigues [and others] -- |t Multi-modal People Detection from Aerial Video / |r Helen Flynn, Stephen Cameron. |
| 505 | 8 | 0 | |t The Classification of the Terrain by a Hexapod Robot / |r Adam Schmidt, Krzysztof Walas -- |t Robust Registration of Kinect Range Data for Sensor Motion Estimation / |r Michał Nowicki, Piotr Skrzypczyński -- |t Utilization of Depth and Color Information in Mobile Robotics / |r Maciej Stefańczyk, Konrad Bojar, Włodzimierz Kasprzak -- |t Speech and Word Recognition. |t Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines / |r Marcin Grzegorzek [and others] -- |t Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation / |r Ireneusz Codello [and others] -- |t Evaluation of the Document Classification Approaches / |r Michal Hrala, Pavel Král -- |t The Prolongation-Type Speech Non-fluency Detection Based on the Linear Prediction Coefficients and the Neural Networks / |r Adam Kobus [and others] |
| 500 | |a International conference proceedings. | ||
| 500 | |a Includes author index. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Pattern recognition systems |v Congresses. | |
| 650 | 0 | |a Image processing |x Digital techniques |v Congresses. | |
| 650 | 7 | |a Image processing |x Digital techniques. |2 fast |0 (OCoLC)fst00967508. | |
| 650 | 7 | |a Pattern recognition systems. |2 fast |0 (OCoLC)fst01055266. | |
| 655 | 7 | |a Conference papers and proceedings. |2 fast |0 (OCoLC)fst01423772. | |
| 700 | 1 | |a Burduk, Robert. | |
| 830 | 0 | |a Advances in intelligent systems and computing ; |v 226. | |
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