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  • Conference proceedings
  • © 2019

Image Analysis and Recognition

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11662)

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

Conference series link(s): ICIAR: International Conference on Image Analysis and Recognition

Conference proceedings info: ICIAR 2019.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xxi
  2. Image Processing

    1. Front Matter

      Pages 1-1
    2. Proximal Splitting Networks for Image Restoration

      • Raied Aljadaany, Dipan K. Pal, Marios Savvides
      Pages 3-17
    3. A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data

      • Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
      Pages 18-32
    4. Image Structure Subspace Learning Using Structural Similarity Index

      • Benyamin Ghojogh, Fakhri Karray, Mark Crowley
      Pages 33-44
    5. Drift Detection Using SVM in Structured Object Tracking

      • Kumara Ratnayake, Maria A. Amer
      Pages 67-76
    6. Principal Component Analysis Using Structural Similarity Index for Images

      • Benyamin Ghojogh, Fakhri Karray, Mark Crowley
      Pages 77-88
    7. Blind Quality Assessment of Multiply Distorted Images Using Deep Neural Networks

      • Zhongling Wang, Shahrukh Athar, Zhou Wang
      Pages 89-101
    8. Layered Embeddings for Amodal Instance Segmentation

      • Yanfeng Liu, Eric T. Psota, Lance C. Pérez
      Pages 102-111
    9. CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance

      • Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Xinyao Sun, Irene Cheng
      Pages 112-125
    10. Locally Linear Image Structural Embedding for Image Structure Manifold Learning

      • Benyamin Ghojogh, Fakhri Karray, Mark Crowley
      Pages 126-138
    11. Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation

      • Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich
      Pages 139-149
    12. KFBin: Kalman Filter-Based Approach for Document Image Binarization

      • Abderrahmane Rahiche, Mohamed Cheriet
      Pages 150-161
    13. AVC, HEVC, VP9, AVS2 or AV1? — A Comparative Study of State-of-the-Art Video Encoders on 4K Videos

      • Zhuoran Li, Zhengfang Duanmu, Wentao Liu, Zhou Wang
      Pages 162-173
    14. WaveM-CNN for Automatic Recognition of Sub-cellular Organelles

      • Duc Hoa Tran, Michel Meunier, Farida Cheriet
      Pages 186-194
    15. Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection

      • Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
      Pages 195-206
    16. An Improved Weighted Average Reprojection Image Denoising Method

      • Halimah Alsurayhi, Mahmoud R. El-Sakka
      Pages 207-215

Other Volumes

  1. Image Analysis and Recognition

About this book

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.

Editors and Affiliations

  • University of Waterloo, Waterloo, Canada

    Fakhri Karray, Alfred Yu

  • University of Porto, Porto, Portugal

    Aurélio Campilho

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access