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Image Analysis and Recognition

9th International Conference, ICIAR 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings, Part I

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Aurélio Campilho

    1. Faculty of Engineering, Institute of Biomedical Engineering, University of Porto, Porto, Portugal

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    You can also search for this editor in PubMed   Google Scholar

  2. Mohamed Kamel

    1. Department of Electrical and Computer Engineering, University of Waterloo, ON, Canada

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    You can also search for this editor in PubMed   Google Scholar

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7324)

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

Included in the following conference series:

Conference proceedings info: ICIAR 2012.

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Table of contents (50 papers)

  1. Front Matter

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  2. Clustering and Classification

    1. Localized Graph-Based Feature Selection for Clustering

      • Zhihong Zhang, Edwin R. Hancock
      Pages 1-10

    2. Optimal “Anti-Bayesian” Parametric Pattern Classification for the Exponential Family Using Order Statistics Criteria

      • A. Thomas, B. John Oommen
      Pages 11-18

    3. Cast Shadow Detection Based on Semi-supervised Learning

      • Salma Kammoun Jarraya, Rania Rebai Boukhriss, Mohamed Hammami, Hanene Ben-Abdallah
      Pages 19-26

    4. k-Nearest Neighbor Classification Using Dissimilarity Increments

      • Helena Aidos, Ana Fred
      Pages 27-33

    5. Using Permutation Tests to Study How the Dimensionality, the Number of Classes, and the Number of Samples Affect Classification Analysis

      • Mohammed Sadeq Al-Rawi, João Paulo Silva Cunha
      Pages 34-42

    6. Determining the Number of Clusters with Rate-Distortion Curve Modeling

      • Alexander Kolesnikov, Elena Trichina
      Pages 43-50

    7. Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification

      • Aymen Sellaouti, Atef Hamouda, Aline Deruyver, Cédric Wemmert
      Pages 51-60

    8. Clustering through SOM Consistency

      • Nicolau Gonçalves, Ricardo Vigário
      Pages 61-68

  3. Image Processing

    1. Max and Min Values of the Structural Similarity Function S(x,a) on the L 2 Sphere S R (a), a ∈ ℝN

      • D. Glew, Edward R. Vrscay
      Pages 69-78

    2. Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations

      • Xun Shi, Neil D. B. Bruce, John K. Tsotsos
      Pages 79-88

    3. A Statistical Operator for Detecting Weak Edges in Low Contrast Images

      • Ajay Mittal, Sanjeev Sofat, Edwin Hancock, Stéphane Mousset
      Pages 89-96

    4. Color Correction Using 3D Gaussian Mixture Models

      • Miguel Oliveira, Angel D. Sappa, Vítor Santos
      Pages 97-106

    5. Blind Noise Level Detection

      • Anna Tomaszewska
      Pages 107-114

    6. Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method

      • Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
      Pages 115-122

    7. A Mixture of Experts Approach to Multi-strategy Image Quality Assessment

      • Peng Peng, Ze-Nian Li
      Pages 123-130

    8. Self-similarity of Images in the Wavelet Domain in Terms of ℓ2 and Structural Similarity (SSIM)

      • D. Glew, Edward R. Vrscay
      Pages 131-140

  4. Image Analysis

    1. Arabic Bank Check Analysis and Zone Extraction

      • Irfan Ahmad, Sabri A. Mahmoud
      Pages 141-148

    2. Image Segmentation of Vickers Indentations Using Shape from Focus

      • Michael Gadermayr, Andreas Uhl
      Pages 149-157

    3. On the Detection of Unknown Locally Repeating Patterns in Images

      • Diogo Pratas, Armando J. Pinho
      Pages 158-165
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Other volumes

  1. Image Analysis and Recognition

  2. Image Analysis and Recognition

Keywords

About this book

The two-volume set LNCS 7324/7325 constitutes the refereed proceedings of the 9th International Conference on Image and Recognition, ICIAR 2012, held in Aveiro, Portugal, in June 2012. The 107 revised full papers presented were carefully reviewed and selected from 207 submissions. The papers are organized in topical sections on clustering and classification; image processing; image analysis; motion analysis and tracking; shape representation; 3D imaging; applications; biometrics and face recognition; human activity recognition; biomedical image analysis; retinal image analysis; and call detection and modeling.

Editors and Affiliations

  • Faculty of Engineering, Institute of Biomedical Engineering, University of Porto, Porto, Portugal

    Aurélio Campilho

  • Department of Electrical and Computer Engineering, University of Waterloo, ON, Canada

    Mohamed Kamel

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