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Produktbild: Computer Recognition Systems
Band 30

Computer Recognition Systems Proceedings of 4th International Conference on Computer Recognition Systems CORES'05

Aus der Reihe Advances in Intelligent and Soft Computing

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.05.2005

Herausgeber

Marek Kurzynski + weitere

Verlag

Springer Berlin

Seitenzahl

903

Maße (L/B/H)

23,9/15,7/3,4 cm

Gewicht

1288 g

Auflage

2005. 2005

Sprache

Englisch

ISBN

978-3-540-25054-8

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.05.2005

Herausgeber

Verlag

Springer Berlin

Seitenzahl

903

Maße (L/B/H)

23,9/15,7/3,4 cm

Gewicht

1288 g

Auflage

2005. 2005

Sprache

Englisch

ISBN

978-3-540-25054-8

Herstelleradresse

Springer Nature Customer Service Center GmbH
Europaplatz 3
69115 Heidelberg
DE
ProductSafety@springernature.com

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  • Produktbild: Computer Recognition Systems
  • Invited Papers.- Neural Network-Based Chaotic Pattern Recognition — Part 2: Stability and Algorithmic Issues.- A Brief Survey of Dynamic Texture Description and Recognition.- Open Issues in Pattern Recognition.- The Role of Ontological Models in Pattern Recognition.- Current Feature Selection Techniques in Statistical Pattern Recognition.- Features, Learning and Classifiers.- Margin-based Diversity Measures for Ensemble Classifiers.- Boosting the Fisher Linear Discriminant with Random Feature Subsets.- A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching.- Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter.- Linear Ranked Regression - Designing Principles.- Time Series Patterns Recognition with Genetic Algorithms.- Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier.- A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology.- Fast PCA and LDA for JPEG Images.- A Hybrid ?-Insensitive Learning of Fuzzy Systems.- The Incremental Method for Discovery of Association Rules.- Feature Extraction with Wavelet Transformation for Statistical Object Recognition.- Digital Filter Design with Constraints in Time and Frequency Domains.- Efficient Implementation of Nearest Neighbor Classification.- Inductive Development of Customer e-Loyalty Theory with Bayesian Networks.- Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points.- Learning from a Test Set.- Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM.- Feature Selection in Unsupervised Context: Clustering Based Approach.- Conceptual Ontological Object Knowledge Base and Language.- A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests.- Approximation Algorithm for the Argument Reduction Problem.- Spread Histogram — A Method for Calculating Spatial Relations Between Objects.- Comparing Modifcation Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules.- Multi-Channels Time-Domain-Constrained Fuzzy c-Regression Models.- Pairwise Selection of Features and Prototypes.- Evolutionary Method in Grouping of Units.- Interpretation of Medical Symptoms Using Fuzzy Focal Elements.- User Model for Conceptual and Personalized Search.- On the Relationship Between Active Contours and Contextual Classification.- An Improvement on LDA Algorithm for Face Recognition.- Estimating and Calculating Consensus with Simple Dependencies of Attributes.- The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task.- Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis.- Image Processing and Computer Vision.- An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image.- Specification of the Evidence Accumulation-Based Line Detection Algorithm.- Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm.- Content Based Image Retrieval Technique.- Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation.- Image Decomposition by Grade Analysis - an Illustration.- Detection of Rectangular Landmarks.- Q-shift Complex Wavelet-based Image Registration Algorithm.- Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas.- Using Modified Hough Transform for Grouping of Image Features.- Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors.- Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling.- Detection of Elliptical Shapes Using Contour Grouping.- Active Shape Models in Practice.- Fast Detection and Impulsive Noise Attenuation in Color Images.- Medical Applications.- Adaptive Wearable Vital Signs Monitor for Home Care and Sports.- Fractal Based Approaches to Morphological Analysis of Fundus Eye Images.- Recognition of Subtle Microcalcifications in High-Resolution Mammograms.- The Gait Characteristic Data Spectrum Extraction.- On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis.- Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest.- Classification of Medical Images in the Domain of Melanoid Skin Lesions.- Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency.- Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison.- Bias Field Correction for MRI Images.- SEM Image Analysis for Roughness Assessment of Implant Materials.- Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network.- The Cell Structures Segmentation.- Analysis of Stem Cell Clonal Growth.- Feature Extraction Optimization in Neural Classifier of Heart Rate Variability Signals.- Clustering DNA Microarray Data.- Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer.- Feature Ranking for Protein Classification.- Recognition of the Medical Structures in Computerized Chest Radiograph Processing.- Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy.- Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms.- Computer Recognition of Biological Objects’ Internal Structure Using Ultrasonic Projection.- Machine Learning Methods for Dialysis Therapy Decision Problem — Comparative Study.- Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach.- Automatic Recognition of the Arterial Input Function in MRI Studies.- Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images.- Speech and Word Recognition.- Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks.- Recognition of Isolated Words of the Polish Sign Language.- Simple Measure of Typewriter Prints Quality.- Conversion of Textual Information to Speech for Polish Language.- Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach.- Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition.- Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models.- Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis.- Fingerprint and Face Recognition.- HMM and WT Fusion for Face Identification.- Restoration of Partially Occluded Shapes of Faces Using Neural Networks.- Comparison of Minutiae Matching Techniques.- Application of Active Shapes to the Structural Face Model.- Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models.- Face Recognition Using DCT and LDA.- The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks.- Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters.- Various Applications.- Dynamic Design with the Use of Intelligent Agents.- Optical Music Recognition: the Case Study of Pattern Recognition.- An Application for Tyre-Ground Contact Area Analysis.- On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting.- A Real-Time Head Tracker Supporting Human Computer Interaction.- Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins.- Pattern Recognition and Fault Detection in MEMS.- Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution.- Recognition of Polish Car License Plates.