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Image Analysis and Processing – ICIAP 2019

20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Elisa Ricci

    1. University of Trento, Povo, Italy

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  2. Samuel Rota Bulò

    1. Mapillary Research, Graz, Austria

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  3. Cees Snoek

    1. University of Amsterdam, Amsterdam, The Netherlands

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  4. Oswald Lanz

    1. Fondazione Bruno Kessler, Povo, Italy

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  5. Stefano Messelodi

    1. Fondazione Bruno Kessler, Povo, Italy

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  6. Nicu Sebe

    1. University of Trento, Povo, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11752)

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

Included in the following conference series:

Conference proceedings info: ICIAP 2019.

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About this book

The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019.

The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

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Table of contents (68 papers)

  1. Front Matter

    Pages i-xxvii
    Download chapter PDF

  2. Image Analysis, Detection and Recognition

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation

      • Carolina Stephanie Jerônimo de Almeida, Jean Cousty, Benjamin Perret, Zenilton Kleber G. Patrocínio Jr., Silvio Jamil F. Guimarães
      Pages 3-13

    3. Disparity Image Analysis for 3D Characterization of Surface Anomalies

      • R. Marani, A. Petitti, M. Attolico, G. Cicirelli, A. Milella, T. D’Orazio
      Pages 14-23

    4. Personalized Expression Synthesis Using a Hybrid Geometric-Machine Learning Method

      • Sarra Zaied, Catherine Soladie, Pierre-Yves Richard
      Pages 24-34

    5. Problems with Saliency Maps

      • Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio
      Pages 35-46

    6. A Region Proposal Approach for Cells Detection and Counting from Microscopic Blood Images

      • Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu
      Pages 47-58

    7. A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images

      • Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira
      Pages 59-69

    8. Tackling Partial Domain Adaptation with Self-supervision

      • Silvia Bucci, Antonio D’Innocente, Tatiana Tommasi
      Pages 70-81

    9. On Image Enhancement for Unsupervised Image Description and Matching

      • Michela Lecca, Alessandro Torresani, Fabio Remondino
      Pages 82-92

    10. A Gradient-Based Spatial Color Algorithm for Image Contrast Enhancement

      • Michela Lecca
      Pages 93-103

    11. Sentiment Analysis from Images of Natural Disasters

      • Syed Zohaib Hassan, Kashif Ahmad, Ala Al-Fuqaha, Nicola Conci
      Pages 104-113

    12. Hand Detection Using Zoomed Neural Networks

      • Sergio R. Cruz, Antoni B. Chan
      Pages 114-124

    13. Wafer Defect Map Classification Using Sparse Convolutional Networks

      • Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
      Pages 125-136

    14. Blind Image Quality Assessment Based on the Use of Saliency Maps and a Multivariate Gaussian Distribution

      • Christophe Charrier, Abdelhakim Saadane, Christine Fernandez-Maloigne
      Pages 137-147

    15. Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs

      • Federico Bolelli, Costantino Grana
      Pages 148-158

    16. Thick Line Segment Detection with Fast Directional Tracking

      • Philippe Even, Phuc Ngo, Bertrand Kerautret
      Pages 159-170

    17. Image Memorability Using Diverse Visual Features and Soft Attention

      • Marco Leonardi, Luigi Celona, Paolo Napoletano, Simone Bianco, Raimondo Schettini, Franco Manessi et al.
      Pages 171-180

    18. A Graph-Based Color Lines Model for Image Analysis

      • D. Duque-Arias, S. Velasco-Forero, J.-E. Deschaud, F. Goulette, B. Marcotegui
      Pages 181-191

    19. Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors

      • Leonardo F. S. Scabini, Rayner H. M. Condori, Lucas C. Ribas, Odemir M. Bruno
      Pages 192-202
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Other volumes

  1. Image Analysis and Processing – ICIAP 2019

  2. Image Analysis and Processing – ICIAP 2019

  3. New Trends in Image Analysis and Processing – ICIAP 2019

Editors and Affiliations

  • University of Trento, Povo, Italy

    Elisa Ricci, Nicu Sebe

  • Mapillary Research, Graz, Austria

    Samuel Rota Bulò

  • University of Amsterdam, Amsterdam, The Netherlands

    Cees Snoek

  • Fondazione Bruno Kessler, Povo, Italy

    Oswald Lanz, Stefano Messelodi

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