Frontiers of Computer Vision

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

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   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

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.

• 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

• Saitama Institute of Technology, Saitama, Japan

  Wataru Ohyama

• Kyungpook National University, Daegu, Korea (Republic of)

  Soon Ki Jung

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