Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

18th Iberoamerican Congress, CIARP 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part I

Editors:

ISBN: 978-3-642-41821-1 (Print) 978-3-642-41822-8 (Online)

Table of contents (69 chapters)

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  1. Front Matter

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  2. Keynote

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      Pages 1-8

      Pattern Recognition Systems under Attack

  3. Mathematical Theory of PR

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      Pages 9-16

      Genetic Programming of Heterogeneous Ensembles for Classification

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      Pages 17-24

      Deletion Rules for Equivalent Sequential and Parallel Reductions

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      Pages 25-32

      Decomposing and Sketching 3D Objects by Curve Skeleton Processing

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      Pages 33-40

      Analysis of Dynamic Processes by Statistical Moments of High Orders

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      Pages 41-48

      Distance Transform Separable by Mathematical Morphology in GPU

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      Pages 49-56

      Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition

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      Pages 57-64

      Set Distance Functions for 3D Object Recognition

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      Pages 65-72

      Single-Step-Ahead and Multi-Step-Ahead Prediction with Evolutionary Artificial Neural Networks

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      Pages 73-83

      Conformal Hough Transform for 2D and 3D Cloud Points

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      Pages 84-91

      Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes

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      Pages 92-99

      A Genetic Algorithm-Evolved 3D Point Cloud Descriptor

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      Pages 100-107

      Reconstruction and Enumeration of hv-Convex Polyominoes with Given Horizontal Projection

  4. Supervised and Unsupervised Classification

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      Pages 108-116

      A Constraint Acquisition Method for Data Clustering

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      Pages 117-124

      Auto-encoder Based Data Clustering

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      Pages 125-132

      On the Generalization of the Mahalanobis Distance

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      Pages 133-140

      Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors

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      Pages 141-148

      Dynamic K: A Novel Satisfaction Mechanism for CAR-Based Classifiers

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      Pages 149-156

      Weighted Naïve Bayes Classifiers by Renyi Entropy

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      Pages 157-164

      CICE-BCubed: A New Evaluation Measure for Overlapping Clustering Algorithms

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