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Image Analysis and Recognition

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

  • Conference proceedings
  • © 2020

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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    You can also search for this editor in PubMed   Google Scholar

  3. Zhou Wang

    1. University of Waterloo, Waterloo, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12131)

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 2020.

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Table of contents (36 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Image Processing and Analysis

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Exploring Workout Repetition Counting and Validation Through Deep Learning

      • Bruno Ferreira, Pedro M. Ferreira, Gil Pinheiro, Nelson Figueiredo, Filipe Carvalho, Paulo Menezes et al.
      Pages 3-15

    3. FlowChroma - A Deep Recurrent Neural Network for Video Colorization

      • Thejan Wijesinghe, Chamath Abeysinghe, Chanuka Wijayakoon, Lahiru Jayathilake, Uthayasanker Thayasivam
      Pages 16-29

    4. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection

      • Srikrishna Varadarajan, Sonaal Kant, Muktabh Mayank Srivastava
      Pages 30-41

    5. Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study

      • Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
      Pages 42-55

    6. Variation of Perceived Colour Difference Under Different Surround Luminance

      • Thilan Costa, Vincent Gaudet, Edward R. Vrscay, Zhou Wang
      Pages 56-60

    7. 4K or Not? - Automatic Image Resolution Assessment

      • Vyas Anirudh Akundy, Zhou Wang
      Pages 61-65

    8. Detecting Macroblocking in Images Caused by Transmission Error

      • Ganesh Rajasekar, Zhou Wang
      Pages 66-70

    9. Bag of Tricks for Retail Product Image Classification

      • Muktabh Mayank Srivastava
      Pages 71-82

    10. Detection and Recognition of Food in Photo Galleries for Analysis of User Preferences

      • Evgeniy Miasnikov, Andrey Savchenko
      Pages 83-94

    11. Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint

      • Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata et al.
      Pages 95-106

    12. Slicing and Dicing Soccer: Automatic Detection of Complex Events from Spatio-Temporal Data

      • Lia Morra, Francesco Manigrasso, Giuseppe Canto, Claudio Gianfrate, Enrico Guarino, Fabrizio Lamberti
      Pages 107-121

  3. Video Analysis

    1. Front Matter

      Pages 123-123
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    2. RN-VID: A Feature Fusion Architecture for Video Object Detection

      • Hughes Perreault, Maguelonne Heritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier
      Pages 125-138

    3. Color Inference from Semantic Labeling for Person Search in Videos

      • Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik
      Pages 139-151

    4. 2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos

      • Abdarahmane Traoré, Moulay A. Akhloufi
      Pages 152-160

    5. Video Based Live Tracking of Fishes in Tanks

      • José Castelo, H. Sofia Pinto, Alexandre Bernardino, Núria Baylina
      Pages 161-173

    6. Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos

      • Adrián Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña, Ignacio Arganda-Carreras
      Pages 174-185

    7. A Semantics-Guided Warping for Semi-supervised Video Object Instance Segmentation

      • Qiong Wang, Lu Zhang, Kidiyo Kpalma
      Pages 186-195
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Other volumes

  1. Image Analysis and Recognition

  2. Image Analysis and Recognition

Keywords

About this book

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.

Editors and Affiliations

  • University of Porto, Porto, Portugal

    Aurélio Campilho

  • University of Waterloo, Waterloo, Canada

    Fakhri Karray, Zhou Wang

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