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Author International Conference on Computer Recognition Systems (8th : 2013 : Milkow, Poland)

Title Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013 / Robert Burduk [and others], editors
Published Cham ; New York : Springer, [2013]
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Description 1 online resource
Series Advances in intelligent systems and computing, 2194-5357 ; v. 226
Advances in intelligent systems and computing ; v. 226
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 [and others] -- 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 [and others]
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 [and others] -- 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 [and others] -- 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 [and others] -- Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM / M. Termenon [and others] -- 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 [and others] -- 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 [and others] -- 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 [and others] -- 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 [and others] -- 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 [and others] -- 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 [and others] -- Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation / Ireneusz Codello [and others] -- 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 [and others]
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 processing in robotics; speech and word recognition
Analysis Engineering
Artificial intelligence
Optical pattern recognition
Computational Intelligence
Pattern Recognition
Notes International conference proceedings
Includes author index
Bibliography Includes bibliographical references and index
Subject Pattern recognition systems -- Congresses.
Image processing -- Digital techniques -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Burduk, Robert.
ISBN 3319009680
3319009699 (electronic bk.)
9783319009698 (electronic bk.)
Other Titles CORES 2013