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Analysis of Images, Social Networks and Texts

4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Mikhail Yu. Khachay

    1. Krasovsky Institute of Mathematics and Mechanics, Yekaterinburg, Russia

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  2. Natalia Konstantinova

    1. Wolverhampton, United Kingdom

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  3. Alexander Panchenko

    1. Technische Universität Darmstadt, Darmstadt, Germany

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  4. Dmitry Ignatov

    1. National Research University Higher School of Economics, Moscow, Russia

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  5. Valeri G. Labunets

    1. Ural Federal University, Yekaterinbug, Russia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 542)

Included in the following conference series:

Conference proceedings info: AIST 2015.

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Table of contents (42 papers)

  1. Front Matter

    Pages I-XVIII
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  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. A Probabilistic Rating System for Team Competitions with Individual Contributions

      • Sergey Nikolenko
      Pages 3-13

    3. Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples

      • Andrey V. Savchenko, Vladimir R. Milov, Natalya S. Belova
      Pages 14-23

    4. Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com

      • Aleksandr Semenov, Alexey Natekin, Sergey Nikolenko, Philipp Upravitelev, Mikhail Trofimov, Maxim Kharchenko
      Pages 24-35

  4. Analysis of Images and Videos

    1. Front Matter

      Pages 49-49
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    2. Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality

      • Marina Chicheva, Ruslan Yuzkiv
      Pages 51-56

    3. Fréchet Filters for Color and Hyperspectral Images Filtering

      • Ekaterina Ostheimer, Valeriy Labunets, Denis Komarov, Tat’yana Fedorova
      Pages 57-70

    4. Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model

      • Inessa Gracheva, Andrey Kopylov, Olga Krasotkina
      Pages 71-82

    5. Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement

      • Mikhail Yu. Khachay, Maxim Pasynkov
      Pages 83-95

    6. Remote Sensing Data Verification Using Model-Oriented Descriptors

      • Andrey Kuznetsov, Vladislav Myasnikov
      Pages 96-101

    7. New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images Filtering

      • Ekaterina Ostheimer, Valeriy Labunets, Andrey Kurganski, Denis Komarov, Ivan Artemov
      Pages 102-113

    8. Frequency Analysis of Gradient Descent Method and Accuracy of Iterative Image Restoration

      • Artyom Makovetskii, Alexander Vokhmintsev, Vitaly Kober, Vladislav Kuznetsov
      Pages 114-122

    9. Shape Matching Based on Skeletonization and Alignment of Primitive Chains

      • Olesia Kushnir, Oleg Seredin
      Pages 123-136

    10. Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter

      • V. B. Surya Prasath, Radhakrishnan Delhibabu
      Pages 137-145

    11. A Phase Unwrapping Algorithm for Interferometric Phase Images

      • Andrey Sosnovsky
      Pages 146-150

    12. Robust Image Watermarking on Triangle Grid of Feature Points

      • Alexander Verichev, Victor Fedoseev
      Pages 151-159

  5. Pattern Recognition and Machine Learning

    1. Front Matter

      Pages 161-161
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Other volumes

  1. Analysis of Images, Social Networks and Texts

Keywords

About this book

This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015.

The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning; social network analysis; text mining and natural language processing.

 

  

Editors and Affiliations

  • Krasovsky Institute of Mathematics and Mechanics, Yekaterinburg, Russia

    Mikhail Yu. Khachay

  • Wolverhampton, United Kingdom

    Natalia Konstantinova

  • Technische Universität Darmstadt, Darmstadt, Germany

    Alexander Panchenko

  • National Research University Higher School of Economics, Moscow, Russia

    Dmitry Ignatov

  • Ural Federal University, Yekaterinbug, Russia

    Valeri G. Labunets

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