Springer, 2011. — 761.Problem of pattern recognition is accompanying our whole life. We start to learn how to recognize simple objects like “dog”, “flower”, “car” when we are young and more sophisticated ones when we are growing up. Therefore the automatic pattern recognition is the focus of intense research of the Artificial Intelligence. This book is the fourth edition of the monograph which focuses on the current directions in the modern compute pattern recognition. It offers actual review of the advances in pattern recognition and consists of 78 carefully selected works which have been reviewed carefully by the experts form the given domains. Chosen works were grouped into seven chapters on the basis of the main topics they dealt with: Biometrics presents innovative theories, methodologies, and applications inthe biometry. Features, learning, and classifiers consists of the works concerning new classification and machine learning methods. Image processing and computer vision is devoted to the problems of image processing and analysis. Knowledge acquisition based on reasoning methods refers to the task of endowing expert system with the knowledge which could be used by its inference engine. Medical applications presents chosen applications of intelligent methods into medical decision support software. Miscellaneous applications describes several applications of the computer pattern recognition systems in the real decision problems as speech recognition, automatic text processing and analysis.Biometrics On-Line Signature Recognition Based on Reduced Set of Points Pose Invariant Face Recognition Method Using Stereo Vision Subspace Algorithms for Face Verification Fingerprint Orientation Field Enhancement Lip Print Recognition Based on Mean Differences Similarity Measure Human Vein Pattern Correlation – A Comparison of Segmentation Methods Knuckle Recognition for Human Identification Features, Learning and Classifiers Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal Conceptual Design with the Use of Graph-Based Structures Estimation of Tolerance Relation on the Basis of Pairwise Comparisons Radial Basis Function Kernel Optimization for Pattern Classification Evaluation of Reliability of a Decision-Making Process Based on Pattern Recognition Prototype Extraction of a Single-Class Area for the Condensed 1-NN Rule Robust Nonparametric Regression with Output in SO(3) Time Series Prediction with Periodic Kernels Unified View of Decision Tree Learning Machines for the Purpose of Meta-Learning Designing Structured Sparse Dictionaries for Sparse Representation Modeling Run-Time Performance Analysis of the Mixture of Experts Model Fuzzy Clustering Finding Prototypes on Classes Boundary Syntactic Pattern Recognition: Survey of Frontiers and Crucial Methodological Issues New Measures of Classifier Competence – Heuristics and Application to the Design of Multiple Classifier Systems Privacy Preserving Models of k-NN Algorithm Some Properties of Binary Classifier with Fuzzy-Valued Loss Function Image Processing and Computer Vision Interactive Exploration of Image Collections Variable Complexity Reduction in Image Grade Decomposition Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity A Tool for Implementing and Evaluating Image Processing Algorithms inside FPGA Circuits Textural Features for Scribble-Based Image Colorization Palette Generation in L∗a∗b∗ Colour Space Using ΔE Colour Image Quality Assessment Using the Combined Full-Reference Metric Model-Based 3D Human Motion Capture Using Global-Local Particle Swarm Optimizations Gesture Data Modeling and Classification Based on Critical Points Approximation Evaluation of Illumination Compensation Approaches for ELGBPHS Efficient Stamps Classification by Means of Point Distance Histogram and Discrete Cosine Transform Color Image Retrieval Based on Mixture Approximation and Color Region Matching LAMDA Methodology Applied to Image Vector Quantization Detection of Semantically Significant Image Elements Using Neural Networks The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data A Generic Approach to the Texture Detection Problem in Digital Images Waterball - Iterative Watershed Algorithm with Reduced Oversegmentation Kernel Postprocessing of Multispectral Images A Semi-local Topological Constraint for Efficient Detection of Near-Duplicate Image Fragments Morphology-Based Method for Reconstruction of Invisible Road Parts on Remote Sensing Imagery and Digitized Maps Spatio-Temporal Filters in Video Stream Processing Simplifying SURF Feature Descriptor to Achieve Real-Time Performance Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties A Fuzzy C-Means Based Color Impulse Noise Detection and Its Benefits for Color Image Filtering Stereovision System for Visually Impaired Knowledge Acquisition Based on Reasoning Methods Artefactual Reasoning in a Hypergraph-Based CAD System A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints Using Graph Mining Approach to Automatic Reasoning in Design Support Systems A New Approach to Multi-class SVM-Based Classification Using Error Correcting Output Codes Fractal Dimension in the Landscape Change Estimation An Oversegmentation Method for Handwritten Character Segmentation Medical Applications Instantaneous Measurement of SNR in Electrocardiograms Based on Quasi-continuous Time-Scale Noise Modeling Data Queuing for Non-uniform Telemedical Reporting Analysis of Dispersion of Isopotential Areas Values in EEG Maps Sequences Robust Estimation of Respiratory Rate Based on Linear Regression Discriminating Power of an Sample Entropy and a Nonlinear Association Index in Prediction of a Preterm Labor Based on Electrohysterographical Signals Knowledge Extraction for Heart Image Segmentation Estimation of Wandering ECG Signal Baseline Using Detection of Characteristic Points in PQRST Complex for Avoiding Distortions in Complex Morphology Continuous Wavelet Transform as an Effective Tools for Detecting Motion Artifacts in Electrogastrographical Signals Asymmetry of Digital Images Describing Melanocytic Skin Lesions Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis Application of Pattern Recognition Techniques for the Analysis of Histopathological Images Miscellaneous Applications Two-Stage Data Reduction for a SVM Classifier in a Face Recognition Algorithm Based on the Active Shape Model A New Star Identification Algorithm Based on Fuzzy Algorithms User Authentication Based on Keystroke Dynamics Analysis Determining Feature Points for Classification of Vehicles Edge Detection Using CNN for the Localization of Non-standard License Plate Artificial Neural Network Approach for Evaluation of Gas Sensor Array Responses Developing Decision Tree for Identification of Critical Voltage Control Areas A Review: Approach of Fuzzy Models Applications in Logistics Expansion of Matching Pursuit Methodology for Anomaly Detection in Computer Networks Stochastic Modelling of Sentence Semantics in Speech Recognition Thai Character Recognition Using “Snakecut” Technique Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering Distant Co-occurrence Language Model for ASR in Loose Word Order Languages
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