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Image Analysis and Recognition

16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27–29, 2019, Proceedings, Part II

  • Fakhri Karray
  • Aurélio Campilho
  • Alfred Yu
Conference proceedings ICIAR 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11663)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11663)

Table of contents

  1. Front Matter
    Pages i-xxii
  2. Deep Learning on the Edge

    1. Front Matter
      Pages 1-1
    2. Mouloud Belbahri, Eyyüb Sari, Sajad Darabi, Vahid Partovi Nia
      Pages 3-14
    3. Mohammadreza Baharani, Shrey Mohan, Hamed Tabkhi
      Pages 27-39
    4. Nelson Forte de Souza Junior, Leandro Augusto da Silva, Mauricio Marengoni
      Pages 40-51
    5. Xu Han, Haoran Yu, Haisong Gu
      Pages 52-64
  3. Recognition

    1. Front Matter
      Pages 65-65
    2. Dhruva Patil, Bruce A. Draper, J. Ross Beveridge
      Pages 67-80
    3. Mahmoud Khaled Abd-Ellah, Ashraf A. M. Khalaf, Ali Ismail Awad, Hesham F. A. Hamed
      Pages 106-116
    4. Hieu Nguyen, Kamal Maanicshah, Muhammad Azam, Nizar Bouguila
      Pages 117-128
    5. Fahim Hasan Khan, Akila de Silva, Jayanth Yetukuri, Narges Norouzi
      Pages 129-133
    6. Ramzi Abdelmoula, Alaa Khamis, Fakhri Karray
      Pages 134-146
  4. Applications

    1. Front Matter
      Pages 173-173
    2. Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi
      Pages 175-185
    3. Caner Ozer, Filiz Gurkan, Bilge Gunsel
      Pages 186-198
    4. Chaojie Ou, Qiang Zhao, Fakhri Karray, Alaa El Khatib
      Pages 199-207
    5. Pratik Kulkarni, Shrey Mohan, Samuel Rogers, Hamed Tabkhi
      Pages 208-219
    6. Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John Zelek
      Pages 220-231
    7. Marwa Ahmed, Serestina Viriri
      Pages 243-254
  5. Medical Imaging and Analysis Using Deep Learning and Machine Intelligence

    1. Front Matter
      Pages 281-281
    2. Ameneh Boroomand, Bingyao Tan, Mohammad Javad Shafiee, Kostadinka Bizheva, Alexander Wong
      Pages 283-294
    3. Catarina Carvalho, Sónia Marques, Carla Peixoto, Duarte Pignatelli, Jorge Beires, Jorge Silva et al.
      Pages 295-306
    4. Yan Yu, Yiyang Wang, Jacob Furst, Daniela Raicu
      Pages 316-324
    5. Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic et al.
      Pages 333-344
    6. Gabriel Garcez Barros Sousa, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva
      Pages 353-361
    7. Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran, Alex Gaudio, Aurélio Campilho
      Pages 362-368
  6. Image Analysis and Recognition for Automotive Industry

    1. Front Matter
      Pages 393-393
    2. R. Wes Baldwin, Mohammed Almatrafi, Jason R. Kaufman, Vijayan Asari, Keigo Hirakawa
      Pages 395-403
    3. Rafael E. Rivadeneira, Patricia L. Suárez, Angel D. Sappa, Boris X. Vintimilla
      Pages 417-426
  7. Adaptive Methods for Ultrasound Beamforming and Motion Estimation

    1. Front Matter
      Pages 427-427
    2. Ibrahim Ben Daya, John T. W. Yeow, Alexander Wong
      Pages 429-441
    3. Di Xiao, Billy Y. S. Yiu, Adrian J. Y. Chee, Alfred C. H. Yu
      Pages 442-451
    4. Hassan Nahas, Takuro Ishii, Adrian Chee, Billy Yiu, Alfred Yu
      Pages 452-461
    5. Saad Ahmed Waraich, Adrian Chee, Di Xiao, Billy Y. S. Yiu, Alfred Yu
      Pages 473-483
  8. Back Matter
    Pages 485-487

Other volumes

  1. 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27–29, 2019, Proceedings, Part I
  2. Image Analysis and Recognition
    16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27–29, 2019, Proceedings, Part II

About these proceedings

Introduction

This two-volume set LNCS 11662 and 11663 constitutes the refereed proceedings of the 16th International Conference on Image Analysis and Recognition, ICIAR 2019, held in Waterloo, ON, Canada, in August 2019.

The 58 full papers presented together with 24 short and 2 poster papers were carefully reviewed and selected from 142 submissions. The papers are organized in the following topical sections: Image Processing; Image Analysis; Signal Processing Techniques for Ultrasound Tissue Characterization and Imaging in Complex Biological Media; Advances in Deep Learning; Deep Learning on the Edge; Recognition; Applications; Medical Imaging and Analysis Using Deep Learning and Machine Intelligence; Image Analysis and Recognition for Automotive Industry; Adaptive Methods for Ultrasound Beamforming and Motion Estimation.

Keywords

artificial intelligence classification computer vision data mining estimation face recognition image classification image coding image processing image reconstruction image segmentation imaging systems internet medical imaging neural networks object recognition pattern recognition signal processing Support Vector Machines (SVM) ultrasonic imaging

Editors and affiliations

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

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-27272-2
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-27271-5
  • Online ISBN 978-3-030-27272-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site