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

20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Alvaro Pardo

    1. Univ. Católica del Uruguay, Montevideo, Uruguay

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    You can also search for this editor in PubMed   Google Scholar

  2. Josef Kittler

    1. University of Surrey, Guildford, United Kingdom

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9423)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: CIARP 2015.

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Table of contents (93 papers)

  1. Front Matter

    Pages I-XXI
    Download chapter PDF

  2. Applications of Pattern Recognition

    1. Front Matter

      Pages 1-1
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    2. Evaluating Imputation Techniques for Missing Data in ADNI: A Patient Classification Study

      • Sergio Campos, Luis Pizarro, Carlos Valle, Katherine R. Gray, Daniel Rueckert, Héctor Allende
      Pages 3-10

    3. Genetic Prediction in Bovine Meat Production: Is Worth Integrating Bayesian and Machine Learning Approaches? a Comprenhensive Analysis

      • Maria Ines Fariello, Eileen Amstrong, Alicia Fernandez
      Pages 11-18

    4. Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method

      • Sebastián Sierra, Juan F. Molina, Angel Cruz-Roa, José Daniel Pabón, Raúl Ramos-Pollán, Fabio A. González et al.
      Pages 19-26

    5. Inferring Leaf Blade Development from Examples

      • María Escobar, Mary Berdugo, Orlando Rangel-Ch, Francisco Gómez
      Pages 27-34

    6. Human Skin Segmentation Improved by Texture Energy Under Superpixels

      • Anderson Santos, Helio Pedrini
      Pages 35-42

    7. Integrative Functional Analysis Improves Information Retrieval in Breast Cancer

      • Juan Cruz Rodriguez, Germán González, Cristobal Fresno, Elmer A. Fernández
      Pages 43-50

    8. Color Fractal Descriptors for Adaxial Epidermis Texture Classification

      • André R. Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb
      Pages 51-58

    9. A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors

      • Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos
      Pages 59-66

    10. Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks

      • Keiller Nogueira, William Robson Schwartz, Jefersson A. dos Santos
      Pages 67-74

    11. A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF)

      • Ricardo Moncayo, David Romo-Bucheli, Eduardo Romero
      Pages 75-82

    12. Optimal and Linear F-Measure Classifiers Applied to Non-technical Losses Detection

      • Fernanda Rodriguez, Matías Di Martino, Juan Pablo Kosut, Fernando Santomauro, Federico Lecumberry, Alicia Fernández
      Pages 83-91

    13. A Multimodal Approach for Percussion Music Transcription from Audio and Video

      • Bernardo Marenco, Magdalena Fuentes, Florencia Lanzaro, Martín Rocamora, Alvaro Gómez
      Pages 92-99

    14. Modeling Onset Spectral Features for Discrimination of Drum Sounds

      • Martín Rocamora, Luiz W. P. Biscainho
      Pages 100-107

    15. Classification of Basic Human Emotions from Electroencephalography Data

      • Ximena Fernández, Rosana García, Enrique Ferreira, Juan Menéndez
      Pages 108-115

    16. A Non-parametric Approach to Detect Changes in Aerial Images

      • Marco Túlio Alves Rodrigues, Daniel Balbino, Erickson Rangel Nascimento, William Robson Schwartz
      Pages 116-124

  3. Biometrics

    1. Front Matter

      Pages 125-125
      Download chapter PDF

    2. A New Fingerprint Indexing Algorithm for Latent and Non-latent Impressions Identification

      • José Hernández-Palancar, Alfredo Muñoz-Briseño
      Pages 127-134

    3. Homogeneity Measure for Forensic Voice Comparison: A Step Forward Reliability

      • Moez Ajili, Jean-François Bonastre, Solange Rossato, Juliette Kahn, Itshak Lapidot
      Pages 135-142
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Other volumes

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

Keywords

About this book

This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015.

The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition; biometrics; computer vision; gesture recognition; image classification and retrieval; image coding, processing and analysis; segmentation, analysis of shape and texture; signals analysis and processing; theory of pattern recognition; video analysis, segmentation and tracking.

Editors and Affiliations

  • Univ. Católica del Uruguay, Montevideo, Uruguay

    Alvaro Pardo

  • University of Surrey, Guildford, United Kingdom

    Josef Kittler

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