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  • Conference proceedings
  • © 2020

Pattern Recognition

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

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

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Conference series link(s): ACPR: Asian Conference on Pattern Recognition

Conference proceedings info: ACPR 2019.

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Table of contents (58 papers)

  1. Pattern Recognition and Machine Learning

    1. Dual-Attention Graph Convolutional Network

      • Xueya Zhang, Tong Zhang, Wenting Zhao, Zhen Cui, Jian Yang
      Pages 238-251
    2. Chart-Type Classification Using Convolutional Neural Network for Scholarly Figures

      • Takeo Ishihara, Kento Morita, Nobu C. Shirai, Tetsushi Wakabayashi, Wataru Ohyama
      Pages 252-261
    3. Handwritten Digit String Recognition for Indian Scripts

      • Hongjian Zhan, Pinaki Nath Chowdhury, Umapada Pal, Yue Lu
      Pages 262-273
    4. Spatial-Temporal Graph Attention Network for Video-Based Gait Recognition

      • Xinhui Wu, Weizhi An, Shiqi Yu, Weiyu Guo, Edel B. García
      Pages 274-286
    5. Supervised Interactive Co-segmentation Using Histogram Matching and Bipartite Graph Construction

      • Harsh Bhandari, Sarbani Palit, Bhabatosh Chanda
      Pages 287-306
    6. Using Deep Convolutional LSTM Networks for Learning Spatiotemporal Features

      • Logan Courtney, Ramavarapu Sreenivas
      Pages 307-320
    7. Two-Stage Fully Convolutional Networks for Stroke Recovery of Handwritten Chinese Character

      • Yujung Wang, Motoharu Sonogashira, Atsushi Hashimoto, Masaaki Iiyama
      Pages 321-334
    8. Text Like Classification of Skeletal Sequences for Human Action Recognition

      • Akansha Tyagi, Ashish Patel, Pratik Shah
      Pages 335-350
    9. Background Subtraction Based on Encoder-Decoder Structured CNN

      • Jingming Wang, Kwok Leung Chan
      Pages 351-361
    10. Multi Facet Face Construction

      • Hamed Alqahtani, Manolya Kavakli-Thorne
      Pages 362-370
  2. Multi-media and Signal Processing and Interaction

    1. Front Matter

      Pages 371-371
    2. Automated 2D Fetal Brain Segmentation of MR Images Using a Deep U-Net

      • Andrik Rampun, Deborah Jarvis, Paul Griffiths, Paul Armitage
      Pages 373-386
    3. Modality-Specific Learning Rate Control for Multimodal Classification

      • Naotsuna Fujimori, Rei Endo, Yoshihiko Kawai, Takahiro Mochizuki
      Pages 412-422
    4. 3D Multi-frequency Fully Correlated Causal Random Field Texture Model

      • Michal Haindl, Vojtěch Havlíček
      Pages 423-434
    5. A Segment Level Approach to Speech Emotion Recognition Using Transfer Learning

      • Sourav Sahoo, Puneet Kumar, Balasubramanian Raman, Partha Pratim Roy
      Pages 435-448
    6. Meaning Guided Video Captioning

      • Rushi J. Babariya, Toru Tamaki
      Pages 478-488

Other Volumes

  1. Pattern Recognition

About this book

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.

Editors and Affiliations

  • University of Malaya, Kuala Lumpur, Malaysia

    Shivakumara Palaiahnakote

  • Consiglio Nazionale delle Ricerche, ICAR, Naples, Italy

    Gabriella Sanniti di Baja

  • Chinese Academy of Sciences, Beijing, China

    Liang Wang

  • Auckland University of Technology, Auckland, New Zealand

    Wei Qi Yan

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access