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© 2020

Pattern Recognition

5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part II

  • Shivakumara Palaiahnakote
  • Gabriella Sanniti di Baja
  • Liang Wang
  • Wei Qi Yan
Conference proceedings ACPR 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12047)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 12047)

Table of contents

  1. Front Matter
    Pages i-xxv
    PDF

  2. Pattern Recognition and Machine Learning

    1. Front Matter
      Pages 1-1
      PDF
    2. Margin Constraint for Low-Shot Learning
      Xiaotian Wu, Yizhuo Wang
      Pages 3-14
    3. Enhancing Open-Set Face Recognition by Closing It with Cluster-Inferred Gallery Augmentation
      Floris De Feyter, Kristof Van Beeck, Toon Goedemé
      Pages 15-26
    4. Action Recognition in Untrimmed Videos with Composite Self-attention Two-Stream Framework
      Dong Cao, Lisha Xu, HaiBo Chen
      Pages 27-40
    5. Representation Learning for Style and Content Disentanglement with Autoencoders
      Jaemin Na, Wonjun Hwang
      Pages 41-51
    6. Residual Attention Encoding Neural Network for Terrain Texture Classification
      Xulin Song, Jingyu Yang, Zhong Jin
      Pages 52-63
    7. The Shape of Patterns Tells More
      Yuan Chang, Donald Bailey, Steven Le Moan
      Pages 64-75
    8. A Spatial Density and Phase Angle Based Correlation for Multi-type Family Photo Identification
      Anaica Grouver, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Bhaarat Chetty, Umapada Pal, Tong Lu et al.
      Pages 76-89
    9. Does My Gait Look Nice? Human Perception-Based Gait Relative Attribute Estimation Using Dense Trajectory Analysis
      Allam Shehata, Yuta Hayashi, Yasushi Makihara, Daigo Muramatsu, Yasushi Yagi
      Pages 90-105
    10. Scene-Adaptive Driving Area Prediction Based on Automatic Label Acquisition from Driving Information
      Takuya Migishima, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
      Pages 106-117
    11. Enhancing the Ensemble-Based Scene Character Recognition by Using Classification Likelihood
      Fuma Horie, Hideaki Goto, Takuo Suganuma
      Pages 118-128
    12. Continual Learning of Image Translation Networks Using Task-Dependent Weight Selection Masks
      Asato Matsumoto, Keiji Yanai
      Pages 129-142
    13. A Real-Time Eye Tracking Method for Detecting Optokinetic Nystagmus
      Mohammad Norouzifard, Joanna Black, Benjamin Thompson, Reinhard Klette, Jason Turuwhenua
      Pages 143-155
    14. Network Structure for Personalized Face-Pose Estimation Using Incrementally Updated Face-Shape Parameters
      Makoto Sei, Akira Utsumi, Hirotake Yamazoe, Joo-Ho Lee
      Pages 156-168
    15. Optimal Rejection Function Meets Character Recognition Tasks
      Xiaotong Ji, Yuchen Zheng, Daiki Suehiro, Seiichi Uchida
      Pages 169-183
    16. Comparing the Recognition Accuracy of Humans and Deep Learning on a Simple Visual Inspection Task
      Naoto Kato, Michiko Inoue, Masashi Nishiyama, Yoshio Iwai
      Pages 184-197
    17. Improved Gamma Corrected Layered Adaptive Background Model
      Kousuke Sakamoto, Hiroki Yoshimura, Masashi Nishiyama, Yoshio Iwai
      Pages 198-209
    18. One-Shot Learning-Based Handwritten Word Recognition
      Asish Chakrapani Gv, Sukalpa Chanda, Umapada Pal, David Doermann
      Pages 210-223
    19. First-Person View Hand Parameter Estimation Based on Fully Convolutional Neural Network
      En-Te Chou, Yun-Chih Guo, Ya-Hui Tang, Pei-Yung Hsiao, Li-Chen Fu
      Pages 224-237

Other volumes

  1. Pattern Recognition
    ACPR 2019 Workshops, Auckland, New Zealand, November 26, 2019, Proceedings
  2. Pattern Recognition
    5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part I
  3. Pattern Recognition
    5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part II

About these proceedings

Introduction

This two-volume set constitutes the proceedings of the 5th Asian Conference on ACPR 2019, held in Auckland, New Zealand, in November 2019.
The 9 full papers presented in this volume were carefully reviewed and selected from 14 submissions. They cover topics such as: classification; action and video and motion; object detection and anomaly detection; segmentation, grouping and shape; face and body and biometrics; adversarial learning and networks; computational photography; learning theory and optimization; applications, medical and robotics; computer vision and robot vision; pattern recognition and machine learning; multi-media and signal processing and interaction.

Keywords

pattern recognition computer vision deep learning object detection anomaly detection segmentation biometrics computational photography learning theory optimization multimedia signal processing face recognition databases computer networks

Editors and affiliations

  • Shivakumara Palaiahnakote
    • 1
  • Gabriella Sanniti di Baja
    • 2
  • Liang Wang
    • 3
  • Wei Qi Yan
    • 4
  1. 1.University of MalayaKuala LumpurMalaysia
  2. 2.Consiglio Nazionale delle Ricerche, ICARNaplesItaly
  3. 3.Chinese Academy of SciencesBeijingChina
  4. 4.Auckland University of TechnologyAucklandNew Zealand

Bibliographic information