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Computational Intelligence for Multimedia Understanding

International Workshop, MUSCLE 2011, Pisa, Italy, December 13-15, 2011, Revised Selected Papers

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Emanuele Salerno

    1. ISTI, National Research Council of Italy, Pisa, Italy

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  2. A. Enis Çetin

    1. Electrical and Electronics Engineering, Bilkent University, Bilkent, Turkey

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  3. Ovidio Salvetti

    1. ISTI, National Research Council of Italy, Pisa, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7252)

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

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Conference proceedings info: MUSCLE 2011.

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Table of contents (19 papers)

  1. Front Matter

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  2. Learning an Ontology for Visual Tasks

    • Petra Perner
    Pages 1-16

  3. Ontology and Algorithms Integration for Image Analysis

    • Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
    Pages 17-29

  4. EmotiWord: Affective Lexicon Creation with Application to Interaction and Multimedia Data

    • Nikos Malandrakis, Alexandros Potamianos, Elias Iosif, Shrikanth Narayanan
    Pages 30-41

  5. A Bayesian Active Learning Framework for a Two-Class Classification Problem

    • Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
    Pages 42-53

  6. Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM

    • Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia
    Pages 54-65

  7. Geometrical and Textural Component Separation with Adaptive Scale Selection

    • Tamás Szirányi, Dániel Szolgay
    Pages 66-77

  8. Bayesian Shape from Silhouettes

    • Donghoon Kim, Rozenn Dahyot
    Pages 78-89

  9. Shape Retrieval and Recognition on Mobile Devices

    • Levente Kovács
    Pages 90-101

  10. Directionally Selective Fractional Wavelet Transform Using a 2-D Non-separable Unbalanced Lifting Structure

    • Furkan Keskin, A. Enis Çetin
    Pages 102-113

  11. Visible and Infrared Image Registration Employing Line-Based Geometric Analysis

    • Jungong Han, Eric Pauwels, Paul de Zeeuw
    Pages 114-125

  12. Texture Recognition Using Robust Markovian Features

    • Pavel Vácha, Michal Haindl
    Pages 126-137

  13. A Plausible Texture Enlargement and Editing Compound Markovian Model

    • Michal Haindl, Vojtěch Havlíček
    Pages 138-148

  14. Bidirectional Texture Function Simultaneous Autoregressive Model

    • Michal Haindl, Michal Havlíček
    Pages 149-159

  15. Analysis of Human Gaze Interactions with Texture and Shape

    • Jiří Filip, Pavel Vácha, Michal Haindl
    Pages 160-171

  16. Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes

    • Elisabet Carcel, Manuel Martos, Xavier Giró-i-Nieto, Ferran Marqués
    Pages 172-182

  17. Labeling TV Stream Segments with Conditional Random Fields

    • Emmanuelle Martienne, Vincent Claveau, Patrick Gros
    Pages 183-194

  18. Foreground Objects Segmentation for Moving Camera Scenarios Based on SCGMM

    • Jaime Gallego, Montse Pardàs, Montse Solano
    Pages 195-206

  19. Real Time Image Analysis for Infomobility

    • Massimo Magrini, Davide Moroni, Gabriele Pieri, Ovidio Salvetti
    Pages 207-218

  20. Tracking the Saliency Features in Images Based on Human Observation Statistics

    • Szilard Szalai, Tamás Szirányi, Zoltan Vidnyanszky
    Pages 219-233
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  1. Computational Intelligence for Multimedia Understanding

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About this book

This book constitutes the refereed proceedings of the International Workshop MUSCLE 2011 on Computational Intelligence for Multimedia Understanding, organized by the ERCIM working group in Pisa, Italy on December 2011. The 18 revised full papers were carefully reviewed and selected from over numerous submissions. The papers cover the following topics: multisensor systems, multimodal analysis, crossmodel data analysis and clustering, mixed-reality applications, activity and object detection and recognition, text and speech recognition, multimedia labelling, semantic annotation, and metadata, multimodal indexing and searching in very large data-bases; and case studies.

Editors and Affiliations

  • ISTI, National Research Council of Italy, Pisa, Italy

    Emanuele Salerno, Ovidio Salvetti

  • Electrical and Electronics Engineering, Bilkent University, Bilkent, Turkey

    A. Enis Çetin

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