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Image Analysis and Recognition

15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27–29, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Aurélio Campilho

    1. University of Porto, Porto, Portugal

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  2. Fakhri Karray

    1. University of Waterloo, Waterloo, Canada

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  3. Bart ter Haar Romeny

    1. Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10882)

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

Included in the following conference series:

Conference proceedings info: ICIAR 2018.

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Table of contents (106 papers)

  1. Front Matter

    Pages I-XXII
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  2. Enhancement, Restoration and Reconstruction

    1. Front Matter

      Pages 1-1
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    2. Projection Selection for Binary Tomographic Reconstruction Using Global Uncertainty

      • Gábor Lékó, Péter Balázs, László G. Varga
      Pages 3-10

    3. Reconstruction of Binary Images with Fixed Number of Strips

      • Péter Balázs, Judit Szűcs
      Pages 11-19

    4. Alternate Direction Method of Multipliers for Unconstrained Structural Similarity-Based Optimization

      • Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
      Pages 20-29

    5. A Flexible Statistical Model for Image Denoising

      • Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
      Pages 30-38

    6. Towards Automatic Calibration of Dotblot Images

      • André R. S. Marcal, Joana Martins, Elena Selaru, Fernando Tavares
      Pages 39-46

    7. Improving Picture Quality with Photo-Realistic Style Transfer

      • Ilya Makarov, Diana Polonskaya, Anastasia Feygina
      Pages 47-55

    8. K-Means Color Image Quantization with Deterministic Initialization: New Image Quality Metrics

      • Mariusz Frackiewicz, Henryk Palus
      Pages 56-61

    9. Singular Value Decomposition in Image Compression and Blurred Image Restoration

      • Katerina Fronckova, Pavel Prazak, Antonin Slaby
      Pages 62-67

  3. Image Segmentation

    1. Front Matter

      Pages 69-69
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    2. Fully Convolutional Neural Network for Lungs Segmentation from Chest X-Rays

      • Rabia Rashid, Muhammad Usman Akram, Taimur Hassan
      Pages 71-80

    3. DTI Segmentation Using Anisotropy Preserving Quaternion Based Distance Measure

      • Sumit Kaushik, Jan Slovak
      Pages 81-89

    4. Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images

      • Weimin Yu, Wenyong Liu, Liwen Tan, Shaoxiang Zhang, Guoyan Zheng
      Pages 90-95

    5. Pixel-Based Leaf Segmentation from Natural Vineyard Images Using Color Model and Threshold Techniques

      • Carlos S. Pereira, R. Morais, M. J. C. S. Reis
      Pages 96-106

    6. Handling Specularity in Intrinsic Image Decomposition

      • Siraj Muhammad, Matthew N. Dailey, Imari Sato, Muhammad F. Majeed
      Pages 107-115

    7. An Improvement on GrabCut with CLAHE for the Segmentation of the Objects with Ambiguous Boundaries

      • Murat Aykut, Saffet Murat Akturk
      Pages 116-122

  4. Detection, Classification and Recognition

    1. Front Matter

      Pages 123-123
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    2. A Computational Model of Multi-scale Spatiotemporal Attention in Video Data

      • Roman Palenichka, Rafael Falcon, Rami Abielmona, Emil Petriu
      Pages 125-135

    3. Feature Selection for Big Visual Data: Overview and Challenges

      • Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela
      Pages 136-143
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Other volumes

  1. Image Analysis and Recognition

Keywords

About this book

This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Image Analysis and Recognition, ICIAR 2018, held in Póvoa de Varzim, Portugal, in June 2018.

The 91 full papers presented together with 15 short papers were carefully reviewed and selected from 179 submissions. The papers are organized in the following topical sections: Enhancement, Restoration and Reconstruction, Image Segmentation, Detection, Classication and Recognition, Indexing and Retrieval, Computer Vision, Activity Recognition, Traffic and Surveillance, Applications, Biomedical Image Analysis, Diagnosis and Screening of Ophthalmic Diseases, and Challenge on Breast Cancer Histology Images.



Editors and Affiliations

  • University of Porto, Porto, Portugal

    Aurélio Campilho

  • University of Waterloo, Waterloo, Canada

    Fakhri Karray

  • Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands

    Bart ter Haar Romeny

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