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Computer Recognition Systems

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Cover of 'Computer Recognition Systems'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Neural Network-Based Chaotic Pattern Recognition — Part 2: Stability and Algorithmic Issues
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    Chapter 2 A Brief Survey of Dynamic Texture Description and Recognition
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    Chapter 3 Open Issues in Pattern Recognition
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    Chapter 4 The Role of Ontological Models in Pattern Recognition
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    Chapter 5 Current Feature Selection Techniques in Statistical Pattern Recognition
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    Chapter 6 Margin-based Diversity Measures for Ensemble Classifiers
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    Chapter 7 Boosting the Fisher Linear Discriminant with Random Feature Subsets
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    Chapter 8 A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching
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    Chapter 9 Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter
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    Chapter 10 Linear Ranked Regression - Designing Principles
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    Chapter 11 Time Series Patterns Recognition with Genetic Algorithms
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    Chapter 12 Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier
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    Chapter 13 A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology
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    Chapter 14 Fast PCA and LDA for JPEG Images
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    Chapter 15 A Hybrid ε-Insensitive Learning of Fuzzy Systems
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    Chapter 16 The Incremental Method for Discovery of Association Rules
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    Chapter 17 Feature Extraction with Wavelet Transformation for Statistical Object Recognition
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    Chapter 18 Digital Filter Design with Constraints in Time and Frequency Domains
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    Chapter 19 Efficient Implementation of Nearest Neighbor Classification
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    Chapter 20 Inductive Development of Customer e-Loyalty Theory with Bayesian Networks
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    Chapter 21 Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points
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    Chapter 22 Learning from a Test Set
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    Chapter 23 Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM
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    Chapter 24 Feature Selection in Unsupervised Context: Clustering Based Approach
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    Chapter 25 Conceptual Ontological Object Knowledge Base and Language
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    Chapter 26 A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests
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    Chapter 27 Approximation Algorithm for the Argument Reduction Problem
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    Chapter 28 Spread Histogram — A Method for Calculating Spatial Relations Between Objects
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    Chapter 29 Comparing Modifcation Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules
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    Chapter 30 Multi-Channels Time-Domain-Constrained Fuzzy c -Regression Models
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    Chapter 31 Pairwise Selection of Features and Prototypes
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    Chapter 32 Evolutionary Method in Grouping of Units
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    Chapter 33 Interpretation of Medical Symptoms Using Fuzzy Focal Elements
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    Chapter 34 User Model for Conceptual and Personalized Search
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    Chapter 35 On the Relationship Between Active Contours and Contextual Classification
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    Chapter 36 An Improvement on LDA Algorithm for Face Recognition
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    Chapter 37 Estimating and Calculating Consensus with Simple Dependencies of Attributes
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    Chapter 38 The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task
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    Chapter 39 Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis
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    Chapter 40 An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image
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    Chapter 41 Specification of the Evidence Accumulation-Based Line Detection Algorithm
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    Chapter 42 Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm
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    Chapter 43 Content Based Image Retrieval Technique
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    Chapter 44 Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation
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    Chapter 45 Image Decomposition by Grade Analysis - an Illustration
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    Chapter 46 Detection of Rectangular Landmarks
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    Chapter 47 Q-shift Complex Wavelet-based Image Registration Algorithm
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    Chapter 48 Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas
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    Chapter 49 Using Modified Hough Transform for Grouping of Image Features
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    Chapter 50 Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors
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    Chapter 51 Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling
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    Chapter 52 Detection of Elliptical Shapes Using Contour Grouping
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    Chapter 53 Active Shape Models in Practice
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    Chapter 54 Fast Detection and Impulsive Noise Attenuation in Color Images
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    Chapter 55 Adaptive Wearable Vital Signs Monitor for Home Care and Sports
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    Chapter 56 Fractal Based Approaches to Morphological Analysis of Fundus Eye Images
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    Chapter 57 Recognition of Subtle Microcalcifications in High-Resolution Mammograms
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    Chapter 58 The Gait Characteristic Data Spectrum Extraction
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    Chapter 59 On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis
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    Chapter 60 Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest
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    Chapter 61 Classification of Medical Images in the Domain of Melanoid Skin Lesions
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    Chapter 62 Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency
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    Chapter 63 Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison
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    Chapter 64 Bias Field Correction for MRI Images
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    Chapter 65 SEM Image Analysis for Roughness Assessment of Implant Materials
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    Chapter 66 Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network
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    Chapter 67 The Cell Structures Segmentation
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    Chapter 68 Analysis of Stem Cell Clonal Growth
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    Chapter 69 Feature Extraction Optimization in Neural Classifier of Heart Rate Variability Signals
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    Chapter 70 Clustering DNA Microarray Data
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    Chapter 71 Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer
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    Chapter 72 Feature Ranking for Protein Classification
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    Chapter 73 Recognition of the Medical Structures in Computerized Chest Radiograph Processing
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    Chapter 74 Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy
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    Chapter 75 Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms
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    Chapter 76 Computer Recognition of Biological Objects’ Internal Structure Using Ultrasonic Projection
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    Chapter 77 Machine Learning Methods for Dialysis Therapy Decision Problem — Comparative Study
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    Chapter 78 Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach
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    Chapter 79 Automatic Recognition of the Arterial Input Function in MRI Studies
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    Chapter 80 Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images
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    Chapter 81 Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks
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    Chapter 82 Recognition of Isolated Words of the Polish Sign Language
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    Chapter 83 Simple Measure of Typewriter Prints Quality
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    Chapter 84 Conversion of Textual Information to Speech for Polish Language
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    Chapter 85 Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach
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    Chapter 86 Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition
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    Chapter 87 Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models
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    Chapter 88 Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis
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    Chapter 89 HMM and WT Fusion for Face Identification
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    Chapter 90 Restoration of Partially Occluded Shapes of Faces Using Neural Networks
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    Chapter 91 Comparison of Minutiae Matching Techniques
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    Chapter 92 Application of Active Shapes to the Structural Face Model
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    Chapter 93 Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models
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    Chapter 94 Face Recognition Using DCT and LDA
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    Chapter 95 The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks
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    Chapter 96 Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters
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    Chapter 97 Dynamic Design with the Use of Intelligent Agents
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    Chapter 98 Optical Music Recognition: the Case Study of Pattern Recognition
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    Chapter 99 An Application for Tyre-Ground Contact Area Analysis
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    Chapter 100 On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting
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    Chapter 101 A Real-Time Head Tracker Supporting Human Computer Interaction
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    Chapter 102 Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins
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    Chapter 103 Pattern Recognition and Fault Detection in MEMS
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    Chapter 104 Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution
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    Chapter 105 Recognition of Polish Car License Plates
Overall attention for this book and its chapters
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Mentioned by

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4 patents

Citations

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7 Dimensions

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3 Mendeley
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Title
Computer Recognition Systems
Published by
Springer Berlin Heidelberg, May 2005
DOI 10.1007/3-540-32390-2
ISBNs
978-3-54-025054-8, 978-3-54-032390-7
Editors

Kurzyński, Marek, Puchała, Edward, Woźniak, Michał, żołnierek, Andrzej

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 7 233%
Student > Postgraduate 1 33%
Student > Master 1 33%
Readers by discipline Count As %
Engineering 7 233%
Neuroscience 1 33%
Agricultural and Biological Sciences 1 33%