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Image Analysis and Recognition

17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part II

  • Aurélio Campilho
  • Fakhri Karray
  • Zhou Wang
Conference proceedings ICIAR 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12132)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 12132)

Table of contents

  1. Front Matter
    Pages i-xx
  2. Machine Learning

    1. Front Matter
      Pages 1-1
    2. Benyamin Ghojogh, Milad Sikaroudi, H. R. Tizhoosh, Fakhri Karray, Mark Crowley
      Pages 3-15
    3. Benyamin Ghojogh, Fakhri Karray, Mark Crowley
      Pages 16-24
    4. Daniel Popp Coelho, Sérgio Shiguemi Furuie
      Pages 25-35
    5. Vittoria Bruni, Lorenzo Della Cioppa, Domenico Vitulano
      Pages 36-47
    6. Nicolas Franco Gonzalez, Andres Ospina, Philippe Calvez
      Pages 48-62
    7. Julien Muzeau, Maria Oliver-Parera, Patricia Ladret, Pascal Bertolino
      Pages 63-75
    8. Pranaydeep Singh, Srikrishna Varadarajan, Ankit Narayan Singh, Muktabh Mayank Srivastava
      Pages 89-99
    9. Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti
      Pages 100-111
    10. Turner Tobin, Rasha Kashef
      Pages 118-129
  3. Medical Image Analysis

    1. Front Matter
      Pages 155-155
    2. João F. Teixeira, Sí­lvia Bessa, Pedro F. Gouveia, Hélder P. Oliveira
      Pages 157-169
    3. Fábio Barros, Ana Rita Valente, Luciana Albuquerque, Samuel Silva, António Teixeira, Catarina Oliveira
      Pages 170-181
    4. Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Héctor Allende
      Pages 182-192
    5. João F. Teixeira, António M. Carreiro, Rute M. Santos, Hélder P. Oliveira
      Pages 193-201
    6. Azad Aminpour, Mehran Ebrahimi, Elysa Widjaja
      Pages 216-227
    7. Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado
      Pages 228-237 Open Access
  4. Analysis of Histopathology Images

    1. Front Matter
      Pages 247-247
    2. Jiahao Lu, Nataša Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michaél Hirsch, Joakim Lindblad
      Pages 249-261
    3. Alison K. Cheeseman, Hamid R. Tizhoosh, Edward R. Vrscay
      Pages 262-273
  5. Diagnosis and Screening of Ophthalmic Diseases

    1. Front Matter
      Pages 283-283
    2. Catarina Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça et al.
      Pages 285-298
    3. Alex Gaudio, Asim Smailagic, Aurélio Campilho
      Pages 299-312
    4. Safinaz ElMahmoudy, Lamiaa Abdel-Hamid, Ahmed El-Rafei, Salwa El-Ramly
      Pages 313-324
    5. Youri Peskine, Marie-Carole Boucher, Farida Cheriet
      Pages 325-331
    6. Ana Maria Mendonça, Tânia Melo, Teresa Araújo, Aurélio Campilho
      Pages 332-343
    7. Ana Nunes, Pedro Serranho, Hugo Quental, Miguel Castelo-Branco, Rui Bernardes
      Pages 344-357
    8. Mohamed Chetoui, Moulay A. Akhloufi
      Pages 358-366
  6. Grand Challenge on Automatic Lung Cancer Patient Management

    1. Front Matter
      Pages 367-367
    2. Krishna Chaitanya Kaluva, Kiran Vaidhya, Abhijith Chunduru, Sambit Tarai, Sai Prasad Pranav Nadimpalli, Suthirth Vaidya
      Pages 369-377
    3. Or Katz, Dan Presil, Liz Cohen, Yael Schwartzbard, Sarah Hoch, Shlomo Kashani
      Pages 378-385
    4. Zhenhuan Tian, Yizhuan Jia, Xuejun Men, Zhongwei Sun
      Pages 386-395
    5. Gurraj Atwal, Hady Ahmady Phoulady
      Pages 406-418
  7. Back Matter
    Pages 429-431

Other volumes

  1. 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part I
  2. Image Analysis and Recognition
    17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part II

About these proceedings

Introduction

This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Póvoa de Varzim, Portugal, in June 2020.
The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions. The papers are organized in the following topical sections: image processing and analysis; video analysis; computer vision; 3D computer vision; machine learning; medical image and analysis; analysis of histopathology images; diagnosis and screening of ophthalmic diseases; and grand challenge on automatic lung cancer patient management.

Due to the corona pandemic, ICIAR 2020 was held virtually only.

Keywords

image and video coding image retrieval and indexing video processing and analysis machine learning object detection object classification object recognition deep learning convolutional neural networks biomedical image analysis biometrics remote sensing image processing image analysis computer vision machine learning applications databases education pattern recognition signal processing

Editors and affiliations

  1. 1.University of PortoPortoPortugal
  2. 2.University of WaterlooWaterlooCanada
  3. 3.University of WaterlooWaterlooCanada

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