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Structural, Syntactic, and Statistical Pattern Recognition

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Cover of 'Structural, Syntactic, and Statistical Pattern Recognition'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Spectral Methods for View-Based 3-D Object Recognition Using Silhouettes
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    Chapter 2 Machine Learning for Sequential Data: A Review
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    Chapter 3 Graph-Based Methods for Vision: A Yorkist Manifesto
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    Chapter 4 Reducing the Computational Cost of Computing Approximated Median Strings
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    Chapter 5 Tree k-Grammar Models for Natural Language Modelling and Parsing
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    Chapter 6 Algorithms for Learning Function Distinguishable Regular Languages
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    Chapter 7 Non-bayesian Graph Matching without Explicit Compatibility Calculations
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    Chapter 8 Spectral Feature Vectors for Graph Clustering
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    Chapter 9 Identification of Diatoms by Grid Graph Matching
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    Chapter 10 String Edit Distance, Random Walks and Graph Matching
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    Chapter 11 Learning Structural Variations in Shock Trees
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    Chapter 12 A Comparison of Algorithms for Maximum Common Subgraph on Randomly Connected Graphs
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    Chapter 13 Inexact Multisubgraph Matching Using Graph Eigenspace and Clustering Models
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    Chapter 14 Optimal Lower Bound for Generalized Median Problems in Metric Space
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    Chapter 15 Structural Description to Recognising Arabie Characters Using Decision Tree Learning Techniques
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    Chapter 16 Feature Approach for Printed Document Image Analysis
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    Chapter 17 Example-Driven Graphics Recognition
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    Chapter 18 Estimation of Texels for Regular Mosaics Using Model-Based Interaction Maps
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    Chapter 19 Using Graph Search Techniques for Contextual Colour Retrieval
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    Chapter 20 Comparing Shape and Temporal PDMs
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    Chapter 21 Linear Shape Recognition with Mixtures of Point Distribution Models
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    Chapter 22 Curvature Weighted Evidence Combination for Shape-from-Shading
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    Chapter 23 Probabilistic Decisions in Production Net An Example from Vehicle Recognition
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    Chapter 24 Hierarchical Top Down Enhancements of Robust PCA
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    Chapter 25 An Application of Machine Learning Techniques for the Classification of Glaucomatous Progression
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    Chapter 26 Estimating the Joint Probability Distribution of Random Vertices and Arcs by Means of Second-Order Random Graphs
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    Chapter 27 Successive Projection Graph Matching
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    Chapter 28 Compact Graph Model of Handwritten Images: Integration into Authentification and Recognition
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    Chapter 29 A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling
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    Chapter 30 A New Algorithm for Graph Matching with Application to Content-Based Image Retrieval
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    Chapter 31 Efficient Computation of 3-D Moments in Terms of an Object’s Partition
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    Chapter 32 A Visual Attention Operator Based on Morphological Models of Images and Maximum Likelihood Decision
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    Chapter 33 Disparity Using Feature Points in Multi Scale
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    Chapter 34 Detecting Perceptually Important Regions in an Image Based on Human Visual Attention Characteristic
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    Chapter 35 Development of Spoken Language User Interfaces: A Tool Kit Approach
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    Chapter 36 Document Image De-warping for Text/Graphics Recognition
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    Chapter 37 A Complete OCR System for Gurmukhi Script
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    Chapter 38 Texprint: A New Algorithm to Discriminate Textures Structurally
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    Chapter 39 Optical Music Interpretation
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    Chapter 40 On the Segmentation of Color Cartographic Images
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    Chapter 41 Projection Pursuit Fitting Gaussian Mixture Models
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    Chapter 42 Asymmetric Gaussian and Its Application to Pattern Recognition
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    Chapter 43 Modified Predictive Validation Test for Gaussian Mixture Modelling
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    Chapter 44 Performance Analysis and Comparison of Linear Combiners for Classifier Fusion
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    Chapter 45 Comparison of Two Classification Methodologies on a Real-World Biomedical Problem
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    Chapter 46 Evidence Accumulation Clustering Based on the K-Means Algorithm
  48. Altmetric Badge
    Chapter 47 A Kernel Approach to Metric Multidimensional Scaling
  49. Altmetric Badge
    Chapter 48 On Feature Selection with Measurement Cost and Grouped Features
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    Chapter 49 Classifier-Independent Feature Selection Based on Non-parametric Discriminant Analysis
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    Chapter 50 Effects of Many Feature Candidates in Feature Selection and Classification
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    Chapter 51 Spatial Representation of Dissimilarity Data via Lower-Complexity Linear and Nonlinear Mappings
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    Chapter 52 A Method to Estimate the True Mahalanobis Distance from Eigenvectors of Sample Covariance Matrix
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    Chapter 53 Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class Data
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    Chapter 54 Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples
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    Chapter 55 Recursive Prototype Reduction Schemes Applicable for Large Data Sets
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    Chapter 56 Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition
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    Chapter 57 Training Set Expansion in Handwritten Character Recognition
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    Chapter 58 Document Classification Using Phrases
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    Chapter 59 Face Detection by Learned Affine Correspondences
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    Chapter 60 Shape-from-Shading for Highlighted Surfaces
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    Chapter 61 Texture Description by Independent Components
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    Chapter 62 Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation
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    Chapter 63 Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval
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    Chapter 64 Recursive Model-Based Colour Image Restoration
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    Chapter 65 Human Face Recognition with Different Statistical Features
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    Chapter 66 A Transformation-Based Mechanism for Face Recognition
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    Chapter 67 Face Detection Using Integral Projection Models
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    Chapter 68 Illumination Normalized Face Image for Face Recognition
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    Chapter 69 Towards a Generalized Eigenspace-Based Face Recognition Framework
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    Chapter 70 Automatic Segmentation of Speech at the Phonetic Level
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    Chapter 71 Class-Discriminative Weighted Distortion Measure for VQ-based Speaker Identification
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    Chapter 72 Alive Fishes Species Characterization from Video Sequences
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    Chapter 73 Automatic Cut Detection in MPEG Movies: A Multi-expert Approach
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    Chapter 74 Bayesian Networks for Incorporation of Contextual Information in Target Recognition Systems
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    Chapter 75 Extending LAESA Fast Nearest Neighbour Algorithm to Find the k Nearest Neighbours
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    Chapter 76 A Fast Approximated k-Median Algorithm
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    Chapter 77 A Hidden Markov Model-Based Approach to Sequential Data Clustering
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    Chapter 78 Genetic Algorithms for Exploratory Data Analysis
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    Chapter 79 Piecewise Multi-linear PDF Modelling, Using an ML Approach
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    Chapter 80 Decision Tree Using Class-Dependent Feature Subsets
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    Chapter 81 Fusion of n-Tuple Based Classifiers for High Performance Handwritten Character Recognition
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    Chapter 82 A Biologically Plausible Approach to Cat and Dog Discrimination
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    Chapter 83 Morphologically Unbiased Classifier Combination through Graphical PDF Correlation
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    Chapter 84 Classifiers under Continuous Observations
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    Chapter 85 Texture Classification Based on Coevolution Approach in Multiwavelet Feature Space
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    Chapter 86 Probabilistic Signal Models to Regularise Dynamic Programming Stereo
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    Chapter 87 The Hough Transform without the Accumulators
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    Chapter 88 Robust Gray-Level Histogram Gaussian Characterisation
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    Chapter 89 Model-Based Fatique Fractographs Texture Analysis
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    Chapter 90 Hierarchical Multiscale Modeling of Wavelet-Based Correlations
Attention for Chapter 48: On Feature Selection with Measurement Cost and Grouped Features
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Chapter title
On Feature Selection with Measurement Cost and Grouped Features
Chapter number 48
Book title
Structural, Syntactic, and Statistical Pattern Recognition
Published by
Springer Berlin Heidelberg, January 2002
DOI 10.1007/3-540-70659-3_48
Book ISBNs
978-3-54-044011-6, 978-3-54-070659-5
Authors

Pavel Paclík, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus

Editors

Terry Caelli, Adnan Amin, Robert P. W. Duin, Dick de Ridder, Mohamed Kamel

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 21 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 2 10%
Italy 1 5%
France 1 5%
Spain 1 5%
Brazil 1 5%
Unknown 15 71%

Demographic breakdown

Readers by professional status Count As %
Student > Master 5 24%
Student > Ph. D. Student 5 24%
Professor 2 10%
Professor > Associate Professor 2 10%
Researcher 2 10%
Other 3 14%
Unknown 2 10%
Readers by discipline Count As %
Computer Science 11 52%
Engineering 5 24%
Mathematics 2 10%
Unknown 3 14%