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8. CORES 2013: Milkow, Poland
- Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak
, Andrzej Zolnierek:
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, 27-29 May 2013. Advances in Intelligent Systems and Computing 226, Springer 2013, ISBN 978-3-319-00968-1
Features, Learning, and Classifiers
- Juliusz L. Kulikowski:
Toward Computer-Aided Interpretation of Situations. 3-18 - Anu Thomas, B. John Oommen
Classification of Multi-dimensional Distributions Using Order Statistics Criteria. 19-29 - Grazyna Slusarczyk:
Knowledge Extraction from Graph-Based Structures in Conceptual Design. 31-40 - Leszek Klukowski:
Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons. 41-52 - Norbert Henzel, Jacek M. Leski
Generalized Constraint Design of Linear-Phase FIR Digital Filters. 53-62 - Wanyu Deng, Qinghua Zheng, Kai Zhang:
Reduced Kernel Extreme Learning Machine. 63-69 - Malgorzata Prolejko
Using Positional Information in Modeling Inflorescence Discs. 71-80 - Wojciech Kwedlo
A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning. 81-90 - Bartlomiej Zielinski, Marcin Iwanowski
Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure. 91-100 - Janusz Jurek, Tomasz Peszek:
Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL(k)-Based Automata. 101-110 - Krzysztof Pancerz
Decision Rules in Simple Decision Systems over Ontological Graphs. 111-120 - Michal Jezewski
Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes. 121-130 - Leon Bobrowski
Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers. 131-140 - Janusz Bobulski
Hidden Markov Models For Two-Dimensional Data. 141-149 - Maciej Krysmann, Marek Kurzynski:
Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection. 151-160 - Robert Burduk:
The Method of Improving the Structure of the Decision Tree Given by the Experts. 161-167
Biometrics
- Aditya Raj, Redouane Khemmar, Jean Yves Eratud, Xavier Savatier
Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors. 171-185 - Maciej Smiatacz:
Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces - How to Face the Face Verification Task. 187-196 - Madeena Sultana, Marina L. Gavrilova
A Content Based Feature Combination Method for Face Recognition. 197-206 - Jacek Komorowski
Face Recognition Based on Sequence of Images. 207-216 - Malgorzata Palys, Rafal Doroz
Statistical Analysis in Signature Recognition System Based on Levenshtein Distance. 217-226 - Tomasz E. Wesolowski
A Computational Assessment of a Blood Vessel's Roughness. 227-236 - Soharab Hossain Shaikh
Performance Benchmarking of Different Binarization Techniques for Fingerprint-Based Biometric Authentication. 237-246 - Piotr Porwik
Biometric Features Selection with k-Nearest Neighbours Technique and Hotelling Adaptation Method. 247-256
Data Stream Classification and Big Data Analytics
- Annalisa Appice
Predictive Regional Trees to Supplement Geo-Physical Random Fields. 259-268 - Jerzy Blaszczynski
Extending Bagging for Imbalanced Data. 269-278 - Sascha Henzgen, Marc Strickert, Eyke Hüllermeier:
Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems. 279-288 - Ammar Shaker, Eyke Hüllermeier:
Recovery Analysis for Adaptive Learning from Non-stationary Data Streams. 289-298 - Bogdan Gliwa
Analysis of Roles and Groups in Blogosphere. 299-308 - Radoslaw Z. Ziembinski
Knowledge Generalization from Long Sequence of Execution Scenarios. 309-318 - Bartosz Krawczyk, Michal Wozniak
Incremental Learning and Forgetting in One-Class Classifiers for Data Streams. 319-328 - Piotr Sobolewski, Michal Wozniak
Comparable Study of Statistical Tests for Virtual Concept Drift Detection. 329-337
Image Processing and Computer Vision
- Katarzyna Gosciewska
An Experimental Comparison of Fourier-Based Shape Descriptors in the General Shape Analysis Problem. 341-350 - Dariusz Frejlichowski, Katarzyna Gosciewska
Extraction of the Foreground Regions by Means of the Adaptive Background Modelling Based on Various Colour Components for a Visual Surveillance System. 351-360 - Simon R. Lang, Martin H. Luerssen, David M. W. Powers
Repeatability Measurements for 2D Interest Point Detectors on 3D Models. 361-370 - Jens Hedrich, Cong Yang, Christian Feinen, Simone Schäfer, Dietrich Paulus, Marcin Grzegorzek
Extended Investigations on Skeleton Graph Matching for Object Recognition. 371-381 - Pawel Forczmanski
Low-Level Image Features for Stamps Detection and Classification. 383-392 - Dariusz Borkowski
Stochastic Approximation to Reconstruction of Vector-Valued Images. 393-402 - Marek Smieja, Jacek Tabor
Image Segmentation with Use of Cross-Entropy Clustering. 403-409 - Przemyslaw Spurek, Jacek Tabor
Detection of Disk-Like Particles in Electron Microscopy Images. 411-417 - Artur Klepaczko
A GPU Accelerated Local Polynomial Approximation Algorithm for Efficient Denoising of MR Images. 419-428 - Gabino Verde, Luis García-Ortiz, Sara Rodríguez
Altair: Automatic Image Analyzer to Assess Retinal Vessel Caliber. 429-438 - Tomasz Grzejszczak
Real-Time Wrist Localization in Hand Silhouettes. 439-449 - Maria Grzegorek:
An s-layered Grade Decomposition of Images. 451-460 - Pawel Forczmanski
System-Level Hardware Implementation of Simplified Low-Level Color Image Descriptor. 461-468 - Krzysztof Skabek
Reconstruction of Head Surface Model from Single Scan. 469-478 - Pawel Popielski
The Effectiveness of Matching Methods for Rectified Images. 479-489 - Wlodzimierz Kasprzak, Maciej Stefanczyk
The Print-Scan Problem in Printed Steganography of Face Images. 491-500 - Jaroslaw Zdrojewski
Phototool Geometry Verification. 501-508 - Anna Wójcicka
Structure from Motion in Three - Dimensional Modeling of Human Head. 509-518 - Michal Choras:
A Short Overview of Feature Extractors for Knuckle Biometrics. 519-526 - Jerzy Sas, Andrzej Zolnierek:
Three-Stage Method of Text Region Extraction from Diagram Raster Images. 527-538
Medical Applications
- Jacek M. Leski
Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals. 541-550 - Aleksander Denisiuk
Interpolation Procedure in Filtered Backprojection Algorithm for the Limited-Angle Tomography. 551-558 - Janusz Jezewski
Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth. 559-568 - Maite Termenon
Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM. 569-578 - Izabela Rejer:
Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand. 579-589 - Mariusz Flasinski, Piotr Flasinski, Ewa Konduracka
On the Use of Programmed Automata for a Verification of ECG Diagnoses. 591-599 - Grzegorz Dwojakowski, Artur Klepaczko
Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images. 601-610 - Marek Kowal
Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis. 611-620 - Boguslaw D. Pietka, Annamonika Dulewicz:
Detecting Overlapped Nuclei Regions in the Feulgen-Stained Cytological Smears. 621-628 - Igor T. Podolak, Stanislaw K. Jastrzebski:
Density Invariant Detection of Osteoporosis Using Growing Neural Gas. 629-638 - Bartosz Krawczyk, Michal Wozniak
Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage. 639-647
Miscellaneous Applications
- Belhassen Akrout
A Blinking Measurement Method for Driver Drowsiness Detection. 651-660 - Piotr Augustyniak
Description of Human Activity Using Behavioral Primitives. 661-670 - Adam Matusiak, Mikolaj Morzy
How to Become Famous? Motives in Scientific Social Networks. 671-680 - Radovan Fusek
AdaBoost for Parking Lot Occupation Detection. 681-690 - Krystian Radlak
Blink Detection Based on the Weighted Gradient Descriptor. 691-700 - Adam Nowosielski
Touchless Input Interface for Disabled. 701-709 - Dariusz Ceglarek:
Architecture of the Semantically Enhanced Intellectual Property Protection System. 711-721 - Danuta Zakrzewska
Validation of Clustering Techniques for User Group Modeling. 723-732 - Tomas Fabian:
Parking Lot Occupancy Detection Using Computational Fluid Dynamics. 733-742 - Michal Kepski
Human Fall Detection Using Kinect Sensor. 743-752 - Michal Choras, Rafal Kozik
Evaluation of Various Techniques for SQL Injection Attack Detection. 753-762 - Agnieszka Majkowska, Dawid Zydek, Leszek Koszalka:
Task Allocation in Distributed Mesh-Connected Machine Learning System: Simplified Busy List Algorithm with Q-Learning Based Queuing. 763-772 - Rafal Lysiak, Marek Kurzynski:
Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble. 773-782 - Andrzej Wolczowski, Przemyslaw Szecówka, Jacek Gora, Marek Kurzynski:
Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition. 783-792 - Piotr Cal, Michal Wozniak
Data Preprocessing with GPU for DBSCAN Algorithm. 793-801
Pattern Recognition and Image Processing in Robotics
- M. Rodrigues, M. Kormann, C. Schuhler, P. Tomek:
Structured Light Techniques for 3D Surface Reconstruction in Robotic Tasks. 805-814 - Helen Flynn, Stephen Cameron:
Multi-modal People Detection from Aerial Video. 815-824 - Adam Schmidt, Krzysztof Walas
The Classification of the Terrain by a Hexapod Robot. 825-833 - Michal Nowicki
Robust Registration of Kinect Range Data for Sensor Motion Estimation. 835-844 - Maciej Stefanczyk
Utilization of Depth and Color Information in Mobile Robotics. 845-854
Speech and Word Recognition
- Marcin Grzegorzek
Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. 857-866 - Ireneusz Codello, Wieslawa Kuniszyk-Józkowiak
Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation. 867-876 - Michal Hrala, Pavel Král
Evaluation of the Document Classification Approaches. 877-885 - Adam Kobus, Wieslawa Kuniszyk-Józkowiak
The Prolongation-Type Speech Non-fluency Detection Based on the Linear Prediction Coefficients and the Neural Networks. 887-897
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