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© 2020

Frontiers of Computer Vision

26th International Workshop, IW-FCV 2020, Ibusuki, Kagoshima, Japan, February 20–22, 2020, Revised Selected Papers

  • Wataru Ohyama
  • Soon Ki Jung
Conference proceedings IW-FCV 2020

Part of the Communications in Computer and Information Science book series (CCIS, volume 1212)

Table of contents

  1. Front Matter
    Pages i-xiii
    PDF

  2. Real-World Applications

    1. Front Matter
      Pages 1-1
      PDF
    2. Efficient and Fast Traffic Congestion Classification Based on Video Dynamics and Deep Residual Network
      Mohamed A. Abdelwahab, Mohamed Abdel-Nasser, Rin-ichiro Taniguchi
      Pages 3-17
    3. Early Wildfire Detection Using Convolutional Neural Network
      Seon Ho Oh, Sang Won Ghyme, Soon Ki Jung, Geon-Woo Kim
      Pages 18-30
    4. Deep Matting for AR Based Interior Design
      Maryam Sultana, In Su Kim, Soon Ki Jung
      Pages 31-42
    5. Examination and Issues of Kumamoto Castle Ishigaki Region Extraction Focusing on Stone Contour Features
      Yuuki Yamasaki, Masahiro Migita, Go Koutaki, Masashi Toda, Tsuyoshi Kishigami
      Pages 43-53
    6. Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus
      Laiba Zahid, Muazzam Maqsood, Sehar Shahzad Farooq, Farhan Aadil, Irfan Mehmood, Mustansar Fiaz et al.
      Pages 54-65

  3. Face, Pose, and Action Recognition

    1. Front Matter
      Pages 67-67
      PDF
    2. Short-Term Action Recognition by 3D Convolutional Neural Network with Pixel-Wise Evidences
      XiaoHan Wang, Junichi Miyao, Takio Kurita
      Pages 69-82
    3. Discriminative Metric Learning with Convolutional Feature Descriptors for Age-Invariant Face Recognition and Verification
      Wataru Ohyama, Yuta Somada, Nobu C. Shirai, Tetsushi Wakabayashi
      Pages 83-96
    4. Dilated CNN Based Human Verifier for Intrusion Detection
      Ajmal Shahbaz, Kang-Hyun Jo
      Pages 97-107
    5. Occlusion-Aware Skeleton Trajectory Representation for Abnormal Behavior Detection
      Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase et al.
      Pages 108-121
    6. A Deep-Learning Based Worker’s Pose Estimation
      Prabesh Paudel, Kyoung-Ho Choi
      Pages 122-135
    7. Identifying People Using Body Sway in Case of Self-occlusion
      Takuya Kamitani, Yuta Yamaguchi, Masashi Nishiyama, Yoshio Iwai
      Pages 136-149
    8. Action Recognition in Sports Video Considering Location Information
      Rina Ichige, Yoshimitsu Aoki
      Pages 150-164

  4. Object Detection and Tracking

    1. Front Matter
      Pages 165-165
      PDF
    2. Adaptive Feature Selection Siamese Networks for Visual Tracking
      Mustansar Fiaz, Md. Maklachur Rahman, Arif Mahmood, Sehar Shahzad Farooq, Ki Yeol Baek, Soon Ki Jung
      Pages 167-179
    3. Faster R-CNN with Attention Feature Map for Robust Object Detection
      Youl-Kyeong Lee, Kang-Hyun Jo
      Pages 180-191
    4. Indoor Visual Re-localization Based on Confidence Score Using Omni-Directional Camera
      Toshihiro Takahashi, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno
      Pages 192-205
    5. Analysis of Information Flow in Hidden Layers of the Trained Neural Network by Canonical Correlation Analysis
      Keijiro Kanda, Muthusubash Kavitha, Junichi Miyao, Takio Kurita
      Pages 206-220

About these proceedings

Introduction

This book constitutes refereed proceedings of the 26th International Workshop Frontiers of Computer Vision, IW-FCV 2020, held in Ibusuki, Kagoshima, Japan, in February 2020. 

The 27 full papers presented were thoroughly reviewed and selected from 68 submissions. The papers in the volume are organized according to the following topics: real-world applications; face, pose, and action recognition; object detection and tracking; inspection and diagnosis; camera, 3D and imaging.

Keywords

artificial intelligence color image processing computer hardware computer networks computer security computer systems computer vision deep learning Human-Computer Interaction (HCI) image analysis image processing image reconstruction image segmentation machine learning network protocols neural networks object recognition pattern recognition signal processing

Editors and affiliations

  1. 1.Saitama Institute of TechnologySaitamaJapan
  2. 2.Kyungpook National UniversityDaeguKorea (Republic of)

Bibliographic information