
Computer Recognition Systems 3
By: Marek Kurzynski (Editor), Michal Wozniak (Editor)
Paperback | 19 May 2009
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628 Pages
22.86 x 15.24 x 3.18
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| Image Processing and Computer Vision | |
| Augmenting Mobile Robot Geometric Map with Photometric Information | p. 3 |
| Patchwork Neuro-fuzzy System with Hierarchical Domain Partition | p. 11 |
| Dynamic Surface Reconstruction Method from Unorganized Point Cloud | p. 19 |
| Fusion of External Context and Patterns - Learning from Video Streams | p. 27 |
| Computer Visual-Auditory Diagnosis of Speech Non-fluency | p. 35 |
| Low-Cost Adaptive Edge-Based Single-Frame Superresolution | p. 43 |
| Eye and Nostril Localization for Automatic Calibration of Facial Action Recognition System | p. 53 |
| Grade Differentiation Measure of Images | p. 63 |
| 3D Mesh Approximation Using Vector Quantization | p. 71 |
| Vehicles Recognition Using Fuzzy Descriptors of Image Segments | p. 79 |
| Cluster Analysis in Application to Quantitative Inspection of 3D Vascular Tree Images | p. 87 |
| The Comparison of Normal Bayes and SVM Classifiers in the Context of Face Shape Recognition | p. 95 |
| Detection of Interest Points on 3D Data: Extending the Harris Operator | p. 103 |
| New Edge Detection Algorithm in Color Image Using Perception Function | p. 113 |
| A Comparison Framework for Spectrogram Track Detection Algorithms | p. 119 |
| Line Detection Methods for Spectrogram Images | p. 127 |
| Morphological Analysis of Binary Scene in APR Integrated Environment | p. 135 |
| Digital Analysis of 2D Code Images Based on Radon Transform | p. 143 |
| Diagnostically Useful Video Content Extraction for Integrated Computer-Aided Bronchoscopy Examination System | p. 151 |
| Direct Filtering and Enhancement of Biomedical Images Based on Morphological Spectra | p. 159 |
| Features, Learning and Classifiers | |
| A Novel Self Organizing Map Which Utilizes Imposed Tree-Based Topologies | p. 169 |
| A New Feature Extraction Method Based on the Partial Least Squares Algorithm and Its Applications | p. 179 |
| Data Noise Reduction in Neuro-fuzzy Systems | p. 187 |
| Enhanced Density Based Algorithm for Clustering Large Datasets | p. 195 |
| New Variants of the SDF Classifier | p. 205 |
| Time Series Prediction Using New Adaptive Kernel Estimators | p. 213 |
| The Sequential Reduction Algorithm for Nearest Neighbor Rule Based on Double Sorting | p. 221 |
| Recognition of Solid Objects in Images Invariant to Conformal Transformations | p. 231 |
| A New Notion of Weakness in Classification Theory | p. 239 |
| The Adaptive Fuzzy Meridian and Its Application to Fuzzy Clustering | p. 247 |
| Comparison of Various Feature Selection Methods in Application to Prototype Best Rules | p. 257 |
| A Novel Ensemble of Scale-Invariant Feature Maps | p. 265 |
| Multivariate Decision Trees vs. Univariate Ones | p. 275 |
| On a New Measure of Classifier Competence in the Feature Space | p. 285 |
| Dominance-Based Rough Set Approach Employed in Search of Authorial Invariants | p. 293 |
| Intuitionistic Fuzzy Observations in Local Optimal Hierarchical Classifier | p. 303 |
| Electrostatic Field Classifier for Deficient Data | p. 311 |
| Pattern Recognition Driven by Domain Ontologies | p. 319 |
| Speech and Word Recognition | |
| Cost-Efficient Cross-Lingual Adaptation of a Speech Recognition System | p. 331 |
| Pseudo Multi Parallel Branch HMM for Speaker Verification | p. 339 |
| Artificial Neural Networks in the Disabled Speech Analysis | p. 347 |
| Using Hierarchical Temporal Memory for Recognition of Signed Polish Words | p. 355 |
| Medical Applications | |
| Strategies of Software Adaptation in Home Care Systems | p. 365 |
| Database Supported Fine Needle Biopsy Material Diagnosis Routine | p. 373 |
| Multistrategic Classification System of Melanocytic Skin Lesions: Architecture and First Results | p. 381 |
| Reliable Airway Tree Segmentation Based on Hole Closing in Bronchial Walls | p. 389 |
| Analysis of Changes in Heart Ventricle Shape Using Contextual Potential Active Contours | p. 397 |
| Analysis of Variability of Isopotential Areas Features in Sequences of EEG Maps | p. 407 |
| Tumor Extraction From Multimodal MRI | p. 415 |
| Combined T1 and T2 MR Brain Segmentation | p. 423 |
| The Preliminary Study of the EGG and HR Examinations | p. 431 |
| Electronic Records with Cardiovascular Monitoring System | p. 439 |
| Stroke Slicer for CT-Based Automatic Detection of Acute Ischemia | p. 447 |
| Control of Bio-prosthetic Hand via Sequential Recognition of EMG Signals Using Rough Sets Theory | p. 455 |
| Hierarchic Approach in the Analysis of Tomographic Eye Image | p. 463 |
| Layers Recognition in Tomographic Eye Image Based on Random Contour Analysis | p. 471 |
| Recognition of Neoplastic Changes in Digital Images of Exfoliated Nuclei of Urinary Bladder - A New Approach to Classification Method | p. 479 |
| Dynamic Contour Detection of Heart Chambers in Ultrasound Images for Cardiac Diagnostics | p. 489 |
| Capillary Blood Vessel Tracking Using Polar Coordinates Based Model Identification | p. 499 |
| Miscellaneous Applications | |
| Application of Rough Sets in Combined Handwritten Words Classifier | p. 509 |
| An Adaptive Spell Checker Based on PS3M: Improving the Clusters of Replacement Words | p. 519 |
| Visual Design Aided by Specialized Agents | p. 527 |
| Head Rotation Estimation Algorithm for Hand-Free Computer Interaction | p. 535 |
| Detection of the Area Covered by Neural Stem Cells in Cultures Using Textural Segmentation and Morphological Watershed | p. 543 |
| Decision Support System for Assessment of Enterprise Competence | p. 559 |
| The Polish Coins Denomination Counting by Using Oriented Circular Hough Transform | p. 569 |
| Recognizing Anomalies/Intrusions in Heterogeneous Networks | p. 577 |
| Vehicle Detection Algorithm for FPGA Based Implementation | p. 585 |
| Iris Recognition | p. 593 |
| A Soft Computing System for Modelling the Manufacture of Steel Components | p. 601 |
| Author Index | p. 611 |
| Table of Contents provided by Ingram. All Rights Reserved. |
ISBN: 9783540939047
ISBN-10: 3540939040
Series: Advances in Intelligent and Soft Computing
Published: 19th May 2009
Format: Paperback
Language: English
Number of Pages: 628
Audience: Professional and Scholarly
Publisher: Springer Nature B.V.
Country of Publication: DE
Dimensions (cm): 22.86 x 15.24 x 3.18
Weight (kg): 0.87
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This product is categorised by
- Non-FictionComputing & I.T.Computer ScienceImage Processing
- Non-FictionComputing & I.T.Computer ScienceArtificial IntelligenceComputer Vision
- Non-FictionMathematicsApplied Mathematics
- Non-FictionEngineering & TechnologyTechnology in GeneralMaths for Engineers
- Non-FictionEngineering & TechnologyTechnology in GeneralEngineering in General
























