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

  • Published By:
  • ISBN-10: 3319009699
  • ISBN-13: 9783319009698
  • DDC: 006.4
  • Grade Level Range: College Freshman - College Senior
  • 901 Pages | eBook
  • Original Copyright 2013 | Published/Released June 2014
  • This publication's content originally published in print form: 2013
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The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 86 carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:Biometrics Data Stream Classification and Big Data Analytics Features, learning, and classifiers Image processing and computer vision Medical applications Miscellaneous applications Pattern recognition and image processing in robotics Speech and word recognitionThis book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.

Table of Contents

Front Cover.
Editorial Board.
Title Page.
Copyright Page.
1: Features, Learning, and Classifiers.
2: Toward Computer-Aided Interpretation of Situations.
3: Classification of Multi-dimensional Distributions Using Order Statistics Criteria.
4: Knowledge Extraction from Graph-Based Structures in Conceptual Design.
5: Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons.
6: Generalized Constraint Design of Linear-Phase FIR Digital Filters.
7: Reduced Kernel Extreme Learning Machine.
8: Using Positional Information in Modeling Inflorescence Discs.
9: A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning.
10: Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure.
11: Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL (k)-Based Automata.
12: Decision Rules in Simple Decision Systems over Ontological Graphs.
13: Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes.
14: Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers.
15: Hidden Markov Models For Two-Dimensional Data.
16: Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection.
17: The Method of Improving the Structure of the Decision Tree Given by the Experts.
18: Biometrics.
19: Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors.
20: Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces – How to Face the Face Verification Task.
21: A Content Based Feature Combination Method for Face Recognition.
22: Face Recognition Based on Sequence of Images.
23: Statistical Analysis in Signature Recognition System Based on Levenshtein Distance.
24: A Computational Assessment of a Blood Vessel's Roughness.
25: Performance Benchmarking of Different Binarization Techniques for Fingerprint-Based Biometric Authentication.
26: Biometric Features Selection with k-Nearest Neighbours Technique and Hotelling Adaptation Method.
27: Data Stream Classification and Big Data Analytics.
28: Predictive Regional Trees to Supplement Geo-Physical Random Fields.
29: Extending Bagging for Imbalanced Data.
30: Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems.
31: Recovery Analysis for Adaptive Learning from Non-stationary Data Streams.
32: Analysis of Roles and Groups in Blogosphere.
33: Knowledge Generalization from Long Sequence of Execution Scenarios.
34: Incremental Learning and Forgetting in One-Class Classifiers for Data Streams.
35: Comparable Study of Statistical Tests for Virtual Concept Drift Detection.
36: Image Processing and Computer Vision.
37: An Experimental Comparison of Fourier-Based Shape Descriptors in the General Shape Analysis Problem.
38: Extraction of the Foreground Regions by Means of the Adaptive Background Modelling Based on Various Colour Components for a Visual Surveillance System.
39: Repeatability Measurements for 2D Interest Point Detectors on 3D Models.
40: Extended Investigations on Skeleton Graph Matching for Object Recognition.
41: Low-Level Image Features for Stamps Detection and Classification.
42: Stochastic Approximation to Reconstruction of Vector-Valued Images.
43: Image Segmentation with Use of Cross-Entropy Clustering.
44: Detection of Disk-Like Particles in Electron Microscopy Images.
45: A GPU Accelerated Local Polynomial Approximation Algorithm for Efficient Denoising of MR Images.
46: Altair: Automatic Image Analyzer to Assess Retinal Vessel Caliber.
47: Real-Time Wrist Localization in Hand Silhouettes.
48: An s-layered Grade Decomposition of Images.
49: System-Level Hardware Implementation of Simplified Low-Level Color Image Descriptor.
50: Reconstruction of Head Surface Model from Single Scan.
51: The Effectiveness of Matching Methods for Rectified Images.
52: The Print-Scan Problem in Printed Steganography of Face Images.
53: Phototool Geometry Verification.
54: Structure from Motion in Three – Dimensional Modeling of Human Head.
55: A Short Overview of Feature Extractors for Knuckle Biometrics.
56: Three-Stage Method of Text Region Extraction from Diagram Raster Images.
57: Medical Applications.
58: Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals.
59: Interpolation Procedure in Filtered Back projection Algorithm for the Limited-Angle Tomography.
60: Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth.
61: Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM.
62: Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand.
63: On the Use of Programmed Automata for a Verification of ECG Diagnoses.
64: Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images.
65: Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis.
66: Detecting Overlapped Nuclei Regions in the Feulgen-Stained Cytological Smears.
67: Density Invariant Detection of Osteoporosis Using Growing Neural Gas.
68: Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage.
69: Miscellaneous Applications.
70: A Blinking Measurement Method for Driver Drowsiness Detection.
71: Description of Human Activity Using Behavioral Primitives.
72: How to Become Famous? Motives in Scientific Social Networks.
73: AdaBoost for Parking Lot Occupation Detection.
74: Blink Detection Based on the Weighted Gradient Descriptor.
75: Touchless Input Interface for Disabled.
76: Architecture of the Semantically Enhanced Intellectual Property Protection System.
77: Validation of Clustering Techniques for User Group Modeling.
78: Parking Lot Occupancy Detection Using Computational Fluid Dynamics.
79: Human Fall Detection Using Kinect Sensor.
80: Evaluation of Various Techniques for SQL Injection Attack Detection.
81: Task Allocation in Distributed Mesh-Connected Machine Learning System: Simplified Busy List Algorithm with Q-Learning Based Queuing.
82: Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble.
83: Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition.
84: Data Preprocessing with GPU for DBSCAN Algorithm.
85: Pattern Recognition and Image Processing in Robotics.
86: Structured Light Techniques for 3D Surface Reconstruction in Robotic Tasks.
87: Multi-modal People Detection from Aerial Video.
88: The Classification of the Terrain by a Hexapod Robot.
89: Robust Registration of Kinect Range Data for Sensor Motion Estimation.
90: Utilization of Depth and Color Information in Mobile Robotics.
91: Speech and Word Recognition.
92: Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines.
93: Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation.
94: Evaluation of the Document Classification Approaches.
95: The Prolongation-Type Speech Non-fluency Detection Based on the Linear Prediction Coefficients and the Neural Networks.
Author Index.