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  • Conference proceedings
  • © 2015

Pattern Recognition Applications and Methods

International Conference, ICPRAM 2013 Barcelona, Spain, February 15-18, 2013 Revised Selected Papers

  • The latest Applications and Methods of Pattern Recognition
  • Extended revised versions of the papers of the second International Conference, ICPRAM 2013 held in Barcelona, Spain, February 15-18, 2013
  • Written by leading experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 318)

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Table of contents (20 papers)

  1. Front Matter

    Pages i-xv
  2. Theory and Methods

    1. Front Matter

      Pages 1-1
    2. A Two-Part Approach to Face Recognition: Generalized Hough Transform and Image Descriptors

      • Marian Moise, Xue Dong Yang, Richard Dosselmann
      Pages 3-16
    3. Discriminative Dimensionality Reduction for the Visualization of Classifiers

      • Andrej Gisbrecht, Alexander Schulz, Barbara Hammer
      Pages 39-56
    4. Online Unsupervised Neural-Gas Learning Method for Infinite Data Streams

      • Mohamed-Rafik Bouguelia, Yolande Belaïd, Abdel Belaïd
      Pages 57-70
    5. The Path Kernel: A Novel Kernel for Sequential Data

      • Andrea Baisero, Florian T. Pokorny, Danica Kragic, Carl Henrik Ek
      Pages 71-84
    6. A MAP Approach to Evidence Accumulation Clustering

      • André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana Fred, Mário Figueiredo, Marcello Pelillo
      Pages 85-100
    7. Feature Discretization with Relevance and Mutual Information Criteria

      • Artur J. Ferreira, Mário A. T. Figueiredo
      Pages 101-118
    8. Multiclass Semi-supervised Learning on Graphs Using Ginzburg-Landau Functional Minimization

      • Cristina Garcia-Cardona, Arjuna Flenner, Allon G. Percus
      Pages 119-135
    9. Probabilistic Discriminative Dimensionality Reduction for Pose-Based Action Recognition

      • Valsamis Ntouskos, Panagiotis Papadakis, Fiora Pirri
      Pages 137-152
    10. Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging

      • Emmanuel Soubies, Pierre Weiss, Xavier Descombes
      Pages 153-170
  3. Applications

    1. Front Matter

      Pages 189-189
    2. Beyond SIFT for Image Categorization by Bag-of-Scenes Analysis

      • Sébastien Paris, Xanadu Halkias, Hervé Glotin
      Pages 191-207
    3. Unsupervised Learning of Semantics of Object Detections for Scene Categorization

      • Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent
      Pages 209-224
    4. Supervised Learning of Anatomical Structures Using Demographic and Anthropometric Information

      • Yoshito Otake, Catherine M. Carneal, Blake C. Lucas, Gaurav Thawait, John A. Carrino, Brian D. Corner et al.
      Pages 225-240
    5. Wikifying Novel Words to Mixtures of Wikipedia Senses by Structured Sparse Coding

      • Balázs Pintér, Gyula Vörös, Zoltán Szabó, András Lőrincz
      Pages 241-255
    6. Measuring Linearity of Planar Curves

      • Joviša Žunić, Jovanka Pantović, Paul L. Rosin
      Pages 257-271
    7. Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification

      • S. Molina-Giraldo, J. Carvajal-González, A. M. Álvarez-Meza, G. Castellanos-Domínguez
      Pages 273-283

About this book

This book contains the extended and revised versions of a set of selected papers from the 2nd International Conference on Pattern Recognition (ICPRAM 2013), held in Barcelona, Spain, from 15 to 18 February, 2013. ICPRAM was organized by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC) and was held in cooperation with the Association for the Advancement of Artificial Intelligence (AAAI).

The hallmark of this conference was to encourage theory and practice to meet in a single venue.

The focus of the book is on contributions describing applications of Pattern Recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance Pattern Recognition methods.

Editors and Affiliations

  • Instituto de Telecomunicações, Instituto Superior Técnico, Technical University of Lisbon, Lisbon, Portugal

    Ana Fred

  • Department of Computer Science, Sapienza University of Rome, Roma, Italy

    Maria De Marsico

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access