Computer Recognition Systems 4

Front Matter....Pages -
Front Matter....Pages 1-1
On-Line Signature Recognition Based on Reduced Set of Points....Pages 3-11
Pose Invariant Face Recognition Method Using Stereo Vision....Pages 13-22
Subspace Algorithms for Face Verification....Pages 23-31
Fingerprint Orientation Field Enhancement....Pages 33-40
Lip Print Recognition Based on Mean Differences Similarity Measure....Pages 41-49
Human Vein Pattern Correlation - A Comparison of Segmentation Methods....Pages 51-59
Knuckle Recognition for Human Identification....Pages 61-70
Front Matter....Pages 71-71
Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal....Pages 73-82
Conceptual Design with the Use of Graph-Based Structures....Pages 83-90
Estimation of Tolerance Relation on the Basis of Pairwise Comparisons....Pages 91-98
Radial Basis Function Kernel Optimization for Pattern Classification....Pages 99-108
Evaluation of Reliability of a Decision-Making Process Based on Pattern Recognition....Pages 109-118
Prototype Extraction of a Single-Class Area for the Condensed 1-NN Rule....Pages 119-125
Robust Nonparametric Regression with Output in SO(3)....Pages 127-136
Time Series Prediction with Periodic Kernels....Pages 137-146
Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning....Pages 147-155
Designing Structured Sparse Dictionaries for Sparse Representation Modeling....Pages 157-166
Run-Time Performance Analysis of the Mixture of Experts Model....Pages 167-175
Fuzzy Clustering Finding Prototypes on Classes Boundary....Pages 177-186
Syntactic Pattern Recognition: Survey of Frontiers and Crucial Methodological Issues....Pages 187-196
Front Matter....Pages 71-71
New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems....Pages 197-206
Privacy Preserving Models of k -NN Algorithm....Pages 207-217
Some Properties of Binary Classifier with Fuzzy-Valued Loss Function....Pages 219-225
Front Matter....Pages 227-227
Interactive Exploration of Image Collections....Pages 229-238
Variable Complexity Reduction in Image Grade Decomposition....Pages 239-247
Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity....Pages 249-258
A Tool for Implementing and Evaluating Image Processing Algorithms inside FPGA Circuits....Pages 259-268
Textural Features for Scribble-Based Image Colorization....Pages 269-278
Palette Generation in L * a * b * Colour Space Using ΔE....Pages 279-285
Colour Image Quality Assessment Using the Combined Full-Reference Metric....Pages 287-296
Model-Based 3D Human Motion Capture Using Global-Local Particle Swarm Optimizations....Pages 297-306
Gesture Data Modeling and Classification Based on Critical Points Approximation....Pages 307-315
Evaluation of Illumination Compensation Approaches for ELGBPHS....Pages 317-325
Efficient Stamps Classification by Means of Point Distance Histogram and Discrete Cosine Transform....Pages 327-336
Color Image Retrieval Based on Mixture Approximation and Color Region Matching....Pages 337-345
LAMDA Methodology Applied to Image Vector Quantization....Pages 347-356
Detection of Semantically Significant Image Elements Using Neural Networks....Pages 357-364
The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data....Pages 365-373
A Generic Approach to the Texture Detection Problem in Digital Images....Pages 375-384
Waterball - IterativeWatershed Algorithm with Reduced Oversegmentation....Pages 385-394
Front Matter....Pages 227-227
Kernel Postprocessing of Multispectral Images....Pages 395-401
A Semi-local Topological Constraint for Efficient Detection of Near-Duplicate Image Fragments....Pages 403-410
Morphology-Based Method for Reconstruction of Invisible Road Parts on Remote Sensing Imagery and Digitized Maps....Pages 411-420
Spatio-Temporal Filters in Video Stream Processing....Pages 421-430
Simplifying SURF Feature Descriptor to Achieve Real-Time Performance....Pages 431-440
Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties....Pages 441-448
A Fuzzy C-Means Based Color Impulse Noise Detection and Its Benefits for Color Image Filtering....Pages 449-458
Stereovision System for Visually Impaired....Pages 459-468
Front Matter....Pages 469-469
Artefactual Reasoning in a Hypergraph-Based CAD System....Pages 471-478
A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints....Pages 479-487
Using Graph Mining Approach to Automatic Reasoning in Design Support Systems....Pages 489-498
A New Approach to Multi-class SVM-Based Classification Using Error Correcting Output Codes....Pages 499-506
Fractal Dimension in the Landscape Change Estimation....Pages 507-515
An Oversegmentation Method for Handwritten Character Segmentation....Pages 517-526
Front Matter....Pages 527-527
Instantaneous Measurement of SNR in Electrocardiograms Based on Quasi-continuous Time-Scale Noise Modeling....Pages 529-538
Data Queuing for Non-uniform Telemedical Reporting....Pages 539-547
Analysis of Dispersion of Isopotential Areas Values in EEG Maps Sequences....Pages 549-557
Robust Estimation of Respiratory Rate Based on Linear Regression....Pages 559-568
Discriminating Power of an Sample Entropy and a Nonlinear Association Index in Prediction of a Preterm Labor Based on Electrohysterographical Signals....Pages 569-577
Knowledge Extraction for Heart Image Segmentation....Pages 579-586
Front Matter....Pages 527-527
Estimation of Wandering ECG Signal Baseline Using Detection of Characteristic Points in PQRST Complex for Avoiding Distortions in Complex Morphology....Pages 587-596
Continuous Wavelet Transform as an Effective Tools for Detecting Motion Artifacts in Electrogastrographical Signals....Pages 597-603
Asymmetry of Digital Images Describing Melanocytic Skin Lesions....Pages 605-611
Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis....Pages 613-622
Application of Pattern Recognition Techniques for the Analysis of Histopathological Images....Pages 623-644
Front Matter....Pages 645-645
Two-Stage Data Reduction for a SVM Classifier in a Face Recognition Algorithm Based on the Active Shape Model....Pages 647-656
A New Star Identification Algorithm Based on Fuzzy Algorithms....Pages 657-665
User Authentication Based on Keystroke Dynamics Analysis....Pages 667-675
Determining Feature Points for Classification of Vehicles....Pages 677-684
Edge Detection Using CNN for the Localization of Non-standard License Plate....Pages 685-695
Artificial Neural Network Approach for Evaluation of Gas Sensor Array Responses....Pages 697-706
Developing Decision Tree for Identification of Critical Voltage Control Areas....Pages 707-716
A Review: Approach of Fuzzy Models Applications in Logistics....Pages 717-726
Expansion of Matching Pursuit Methodology for Anomaly Detection in Computer Networks....Pages 727-736
Stochastic Modelling of Sentence Semantics in Speech Recognition....Pages 737-746
Thai Character Recognition Using “Snakecut” Technique....Pages 747-755
Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering....Pages 757-766
Distant Co-occurrence Language Model for ASR in LooseWord Order Languages....Pages 767-778
Back Matter....Pages -