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Frontiers of Computer Vision

27th International Workshop, IW-FCV 2021, Daegu, South Korea, February 22–23, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Hieyong Jeong

    1. Chonnam National University, Gwangju, Korea (Republic of)

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    You can also search for this editor in PubMed   Google Scholar

  2. Kazuhiko Sumi

    1. Aoyama Gakuin University, Kanagawa, Japan

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1405)

Included in the following conference series:

Conference proceedings info: IW-FCV 2021.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xi
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  2. Segmentation/Object Tracking

    1. Front Matter

      Pages 1-1
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    2. Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks

      • Maryam Sultana, Thierry Bouwmans, Jhony H. Giraldo, Soon Ki Jung
      Pages 3-16

    3. Robust Tracking via Feature Enrichment and Overlap Maximization

      • Mustansar Fiaz, Kamran Ali, Sang Bin Yun, Ki Yeol Baek, Hye Jin Lee, In Su Kim et al.
      Pages 17-30

    4. The Emerging Field of Graph Signal Processing for Moving Object Segmentation

      • Jhony H. Giraldo, Sajid Javed, Maryam Sultana, Soon Ki Jung, Thierry Bouwmans
      Pages 31-45

    5. Multi-scale Global Reasoning Unit for Semantic Segmentation

      • Yukihiro Domae, Hiroaki Aizawa, Kunihito Kato
      Pages 46-56

  3. Recognition

    1. Front Matter

      Pages 57-57
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    2. Multi-modality Based Affective Video Summarization for Game Players

      • Sehar Shahzad Farooq, Abdullah Aziz, Hammad Mukhtar, Mustansar Fiaz, Ki Yeol Baek, Naram Choi et al.
      Pages 59-69

    3. Focusing on Discrimination Between Road Conditions and Weather in Driving Video Analysis

      • Hanwei Zhang, Hiroshi Kawasaki, Tsunenori Mine, Shintaro Ono
      Pages 70-80

    4. Age Estimation from the Age Period by Using Triplet Network

      • Gaojian Zhang, Takio Kurita
      Pages 81-92

    5. Development of an Algae Counting Application to Support Vegetation Surveys in Fishing Grounds

      • Junsei Idegomori, Masahiro Migita, Masashi Toda, Hideki Akino
      Pages 93-105

    6. ISHIGAKI Region Extraction Using Grabcut Algorithm for Support of Kumamoto Castle Reconstruction

      • Yuuki Yamasaki, Masahiro Migita, Go Koutaki, Masashi Toda, Tsuyoshi Kishigami
      Pages 106-116

    7. Study on 3D Extraction and Analysis of Blood Vessels and Cardiomyocytes on Neonatal Murine

      • Asuma Takematsu, Masahiro Migita, Masashi Toda, Yuichiro Arima
      Pages 117-130

    8. Challenges and Applications of Face Deepfake

      • Lamyanba Laishram, Md. Maklachur Rahman, Soon Ki Jung
      Pages 131-156

    9. Study on Image Processing of Capillaries Using Microscope: Initial Considerations

      • Hang Nguyen Thi Phuong, Hieyong Jeong, Choonsung Shin
      Pages 157-167

    10. Stair-Step Feature Pyramid Networks for Object Detection

      • Xuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo
      Pages 168-175

    11. The 2nd Korean Emotion Recognition Challenge: Methods and Results

      • Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang et al.
      Pages 176-183

    12. Crack Detection and Location Estimation Using a Convolutional Neural Network

      • Mengling Ding, Kwanghee Won
      Pages 184-188

    13. Rice Leaf Diseases Recognition Based on Deep Learning and Hyperparameters Customization

      • Van-Dung Hoang
      Pages 189-200

  4. Human Behaviour

    1. Front Matter

      Pages 201-201
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  1. Frontiers of Computer Vision

Keywords

About this book

This book constitutes refereed proceedings of the 27th International Workshop on Frontiers of Computer Vision, IW-FCV 2021, held in Daegu, South Korea, in February 2021. 

The 17 full papers and 8 short papers presented were thoroughly reviewed and selected from 44 submissions. The papers in the volume are organized according to the following topics: real-world applications; segmentation / object tracking; recognition; human behaviour; algorithm / application.


Editors and Affiliations

  • Chonnam National University, Gwangju, Korea (Republic of)

    Hieyong Jeong

  • Aoyama Gakuin University, Kanagawa, Japan

    Kazuhiko Sumi

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