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Image Analysis and Recognition

14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings

  • Fakhri Karray
  • Aurélio Campilho
  • Farida Cheriet

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10317)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10317)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Machine Learning in Image Recognition

    1. Front Matter
      Pages 1-1
    2. Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray
      Pages 11-18
    3. Jonathan Mojoo, Keiichi Kurosawa, Takio Kurita
      Pages 19-26
    4. Oeslle Lucena, Amadeu Junior, Vitor Moia, Roberto Souza, Eduardo Valle, Roberto Lotufo
      Pages 27-34
  3. Machine Learning for Medical Image Computing

    1. Front Matter
      Pages 43-43
    2. Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi et al.
      Pages 45-53
    3. Devinder Kumar, Audrey G. Chung, Mohammad J. Shaifee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
      Pages 54-62
    4. Mariana Bento, Yan Sym, Richard Frayne, Roberto Lotufo, Letícia Rittner
      Pages 71-78
    5. Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong
      Pages 79-86
    6. AbdulWahab Kabani, Mahmoud R. El-Sakka
      Pages 87-96
    7. Tyler Clark, Alexander Wong, Masoom A. Haider, Farzad Khalvati
      Pages 97-104
  4. Image Enhancement and Reconstruction

    1. Front Matter
      Pages 105-105
    2. Ibrahim Ben Daya, Albert I. H. Chen, Mohammad Javad Shafiee, Alexander Wong, John T. W. Yeow
      Pages 107-116
    3. Mayoore S. Jaiswal, Yu-Ying Wang, Ming-Ting Sun
      Pages 125-133
    4. Cory Falconer, C. Sean Bohun, Mehran Ebrahimi
      Pages 134-142
  5. Image Segmentation

    1. Front Matter
      Pages 143-143
    2. Mohamed Walid Ayech, Djemel Ziou
      Pages 145-152
    3. Ali K. Hmood, Tamarafinide V. Dittimi, Ching Y. Suen
      Pages 153-162
  6. Motion and Tracking

    1. Front Matter
      Pages 171-171
    2. François-Xavier Derue, Mohamed Dahmane, Marc Lalonde, Samuel Foucher
      Pages 173-181
    3. Iffatur Ridwan, Howard Cheng
      Pages 182-189
  7. 3D Computer Vision

    1. Front Matter
      Pages 199-199
    2. Bassem Seddik, Sami Gazzah, Najoua Essoukri Ben Amara
      Pages 201-209
    3. Po Kong Lai, Robert Laganière
      Pages 221-230
    4. Palak Bansal, Chao Sun, Won-Sook Lee
      Pages 231-238
    5. Guilherme S. Soares, Rubens C. Machado, Roberto A. Lotufo
      Pages 239-246
    6. François Audet, Mohand Said Allili, Ana-Maria Cretu
      Pages 247-255
  8. Feature Extraction

    1. Front Matter
      Pages 257-257
    2. Péter Bodnár, Péter Balázs
      Pages 278-285
    3. Jaime Lomeli-R., Mark S. Nixon
      Pages 286-295
    4. Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
      Pages 296-303
    5. M. Dahmane, S. Foucher, D. Byrns
      Pages 304-311
    6. Mohannad Abuzneid, Ausif Mahmood
      Pages 321-329
    7. Pejman Habashi, Boubakeur Boufama, Imran Shafiq Ahmad
      Pages 330-337
  9. Detection and Classification

    1. Front Matter
      Pages 339-339
    2. Matthias Richter, Thomas Längle, Jürgen Beyerer
      Pages 341-351
    3. Muhammad Hanif, Fawad Hussain, Muhammad Haroon Yousaf, Sergio A. Velastin, Zezhi Chen
      Pages 352-362
    4. Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
      Pages 363-370
    5. Teresa Araújo, Guilherme Aresta, Bernardo Almada-Lobo, Ana Maria Mendonça, Aurélio Campilho
      Pages 371-379

About these proceedings

Introduction

This book constitutes the thoroughly refereed proceedings of the 14th International Conference on Image Analysis and Recognition, ICIAR 2017, held in Montreal, QC, Canada, in July 2017.

The 73 revised full papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: machine learning in image recognition; machine learning for medical image computing; image enhancement and reconstruction; image segmentation; motion and tracking; 3D computer vision; feature extraction; detection and classification; biomedical image analysis; image analysis in ophthalmology; remote sensing; applications.

Keywords

artificial intelligence cluster analysis machine learning systems support vector machines object recognition neural networks security image reconstruction image processing image segmentation motion estimation object detection

Editors and affiliations

  • Fakhri Karray
    • 1
  • Aurélio Campilho
    • 2
  • Farida Cheriet
    • 3
  1. 1.University of WaterlooWaterlooCanada
  2. 2.University of PortoPortoPortugal
  3. 3.Politechnique MontrealMontrealCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59876-5
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59875-8
  • Online ISBN 978-3-319-59876-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site