Computer recognition systems : proceedings of the 4th international conference on computer recognition systems CORES'05
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書誌事項
Computer recognition systems : proceedings of the 4th international conference on computer recognition systems CORES'05
（Advances in soft computing, [30],
Springer, c2005-
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Includes bibliographical references
[1]: xviii, 903 p. / 2: xviii, 863 p.
2 have no other title information
内容説明・目次
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[1] ISBN 9783540250548
内容説明
th This book contains papers accepted for presentation at the 4 International Conference on Computer Recognition Systems CORES'05, May 22-25, 2005, Rydzyna Castle (Poland), This conference is a continuation of a series of con ferences on similar topics (KOSYR) organized each second year, since 1999, by the Chair of Systems and Computer Networks, Wroclaw University of Tech nology. An increasing interest to those conferences paid not only by home but also by foreign participants inspired the organizers to transform them into conferences of international range. Our expectations that the community of specialists in computer recognizing systems will find CORES'05 a proper form of maintaining the tradition of the former conferences have been confirmed by a large number of submitted papers. Alas, organizational constraints caused a necessity to narrow the acceptance criteria so that only 100 papers have been finally included into the conference program. The area covered by accepted papers is still very large and it shows how vivacious is scientific activity in the domain of computer recognition methods and systems. It contains vari ous theoretical approaches to the recognition problem based on mathematical statistics, fuzzy sets, morphological methods, wavelets, syntactic methods, genetic algorithms, artificial neural networks, ontological models, etc. Most attention is still paid to visual objects recognition; however, acoustic, tex tual and other objects are also considered. Among application areas medical problems are in majority; recognition of faces, speech signals and textual in formation processing methods being also investigated.
目次
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.
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2 ISBN 9783540751748
内容説明
This book presents the results of the 5th International Conference on Computer Recognition Systems CORES'07 held 22-25 October 2007 in Hotel Tumski, Wroclaw, Poland. It brings together original research results in both methodological issues and different application areas of pattern recognition. The contributions cover all topics in pattern recognition including, for example, classification and interpretation of text, video, and voice.
目次
Image Processing and Computer Vision.- Strategies of Shape and Color Fusions for Content Based Image Retrieval.- Determining the Contour of Cylindrical Biological Objects Using the Directional Field.- Trajectory Fusion for Multiple Camera Tracking.- Object Selection Based on Clustering and Border Objects.- Multi-directional Multi-resolution Transforms for Zoom-Endoscopy Image Classification.- Image Retrieval for Image Theft Detection.- Practical Evaluation of the Basic Concepts for Face Localization.- Hybrid Fuzzy Clustering Method.- Structural Image Analysis Based on Ontological Models.- Homogeneity of Pixel Neighborhoods in Gray Level Images Investigated by the Grade Correspondence Analysis.- Comparison of Hierarchical Cluster Analysis Methods Applied to Image Segmentation by Watershed Merging.- Modified diffusion to Image Denoising.- New Results in Generation of Accurate 3D Multiview Representation of Monotonous Polyhedrons.- On the Application of Distance Transformation in Digital Image Colorization.- Local Analysis of Stereo Image Pairs with Polynomial Series.- The Architecture of the Face and Eyes Detection System Based on Cascade Classifiers.- Morphological Edge Detection Algorithm and Its Hardware Implementation.- Numerical Complexity Reduction in Live-Wire Algorithm.- Image Segmentation Using Adaptive Potential Active Contours.- Towards an Exploration of GCA Ordered Pixels.- A Simple Method of Multiple Camera Calibration for the Joint Top View Projection.- Spiral Scanning of Faces to Obtain Complete 3D View Representation of Monotonous Polyhedra.- Face Detection in Color Images Using Primitive Shape Features.- Detection of Near-Duplicated Image Regions.- Automatic Merging of 3D Attribute Meshes.- Features, Learning and Classifiers.- Learning Machines Information Distribution System with Example Applications.- Maximum Margin Classification on Convex Euclidean Metric Spaces.- Optimization of the SVM Screening Kernel-Application to Hit Definition in Compound Screening.- Estimation of the Preference Relation on the Basis of Medians from Pairwise Comparisons in the Form of Difference of Ranks.- Feature Selection for High-Dimensional Data - A Pearson Redundancy Based Filter.- Some Approximation Algorithms for Minimum Vertex Cover in a Hypergraph.- Reference Set Reduction Algorithms Based on Double Sorting.- Using Graph Mining Methods in Searching for Frequent Patterns in Graph-Based Design Representation.- Stability of Feature Points Defined by Approximating Quadric Surfaces.- Generalisation of a Language Sample for Grammatical Inference of GDPLL(k) Grammars.- Pattern Classification Using Efficient Linear Classifiers with Small Number of Weights.- Markov Chain Model for Tree-Based Genetic Algorithm Used in Computer Aided Design.- Binary Shape Characterization Using Morphological Boundary Class Distribution Functions.- Fuzzy-aided Parsing for Pattern Recognition.- On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.- Active Hypercontour as Information Fusion Method.- Effective Ad Recognition Using Schur-type Signal Parametrization.- Feature Extraction of Gray-Scale Handwritten Characters Using Gabor Filters and Zernike Moments.- Pattern Discovery Through Separable Data Projections.- Support Vector Machine Classifier with Feature Extraction Stage as an Efficient Tool for Atrial Fibrillation Detection Improvement.- Classification Accuracy in Local Optimal Strategy of Multistage Recognition with Fuzzy Data.- Experiments on Classifiers Obtained Via Decision Tree Induction Methods with Different Attribute Acquisition Cost Limit.- Fast Adaptive Fourier Transform for Fourier Descriptor Based Contour Classification.- Separable Decomposition of Graph Using ?-cliques.- A Feature Selection Approach in Problems with a Great Number of Features.- Speech and Word Recognition.- Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification.- Extraction of the Visual Features from the Audio-Visual Speech Signal and the Utilization of These Features for the Speaker Identification.- Different Approaches to Class-Based Language Models Using Word Segments.- Recognition of Ultra Low Resolution Word Images Using HMMs.- Manageable Phrase-Based Statistical Machine Translation Models.- Automatic Detection of Disorders in a Continuous Speech with the Hidden Markov Models Approach.- The Polish Finger Alphabet Hand Postures Recognition Using Elastic Graph Matching.- Character Recognition Based on Fourier Transfrom and CDWT in Postal Applications.- Preprocessing for Real-Time Handwritten Character Recognition.- Handwritten Word Recognition with Combined Classifier Based on Tri-grams.- Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model.- Sentence Boundary Verification in Polish Text.- Medical Applications.- Synthesis of Static Medical Images - An Example of Melanocytic Skin Lesions.- Morphological Spectra as Tools for Texture Analysis.- Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment.- Simple EEG Driven Mouse Cursor Movement.- The Prediction of Fetal Outcome by Applying Neural Network for Evaluation of CTG Records.- Determining Weights of Symptoms in a Diagnostic Inference.- Hough Transform, (1+1) Search Strategy and Watershed Algorithm in Segmentation of Cytological Images.- Preliminary Investigations Regarding the Blood Volume Estimation in Pneumatically Controlled Ventricular Assist Device by Pattern Recognition.- 'Sonar' - Region of Interest Identification and Segmentation Method for Cytological Breast Cancer Images.- Validation of Automatic ECG Processing Management in Adaptive Distributed Surveillance System.- Estimation of a Muscle Force from a Mechanomyographic Signal During a Contraction of a Single Motor Unit.- Automatic Segmentation of EMG Signals Based on Wavelet Representation.- Elimination of Linear Structures as an Attempt to Improve the Specificity of Cancerous Mass Detection in Mammograms.- Automatic Counting of Neural Stem Cells Growing in Cultures.- Value of Digital Image Analysis in Research and Diagnosis of Urine Bladder Cancer.- Movement Tracking of Coronary Artery Segment in Angiographic Images Sequences by Template Matching Method.- Computer Ultrasonic Imaging of the Tongue Shape Changes in the Process of Articulation of Vowels.- The Biometric Signals Processing.- Digital Dental Models and 3D Patient Photographs Registration for Orthodontic Documentation and Diagnostic Purposes.- Gait Motor Disturbances in Neurological Diseases Diagnosis.- Analysis of Head-Mounted Wireless Camera Videos for Early Diagnosis of Autism.- Automatic Generation of 3D Lung Model.- Semi-automatic Seed Points Selection in Fuzzy Connectedness Approach to Image Segmentation.- Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier.- Posterior Cruciate Ligament - 3D Visualization.- Various Applications.- A Self-training Approach for Automatically Labeling IP Traffic Traces.- A Case-Base Reasoning System for Predicting the Economic Situation of Enterprises - Tacit Knowledge Capture Process (Externalization).- A Structural Pattern Analysis Approach to Iris Recognition.- Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients.- Decisive Factors in the Annotation of Emotions for Spoken Dialogue Systems.- A Hybrid Big Rock Detection Algorithm Based on Multiple Images Fusion and Watershed.- Design Description Hypergraph Language.- Articulation Rate Recognition by Using Artificial Neural Networks.- Recognition of Cycles of Repeated Hypoxia on the Basis of Time Periods in Biological Model.- Fingerprint Reference Point Detection Using Neighbourhood Influence Method.- Gene Expression Programming-Based Method of Optimal Frequency Set Determination for Purpose of Analogue Circuits' Diagnosis.- Prediction of Economic Situation of Small and Medium Enterprises Using Bayesian Network.- Ensembles of Artificial Neural Networks for Predicting Economic Situation of Small and Medium Enterprises.- The Performance of the Haar Cascade Classifiers Applied to the Face and Eyes Detection.- FPGA Implementation of the Gradient Adaptive Lattice Filter Structure for Feature Extraction.- Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples.- Human Lips Recognition.- Model Based Vehicle Extraction and Tracking for Road Traffic Control.- Optimization of Linear Fuzzy Gene Network Model Searching.
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