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Neural Information Processing

26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part V

  • Tom Gedeon
  • Kok Wai Wong
  • Minho Lee
Conference proceedings ICONIP 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1143)

Table of contents

  1. Front Matter
    Pages i-xxiv
  2. Image Processing by Neural Techniques

    1. Front Matter
      Pages 1-1
    2. Yang Li, Xiaoyan Jiang, Jenq-Neng Hwang
      Pages 11-19
    3. Wei Tang, Yiwen Jiang, Neng Gao, Ji Xiang, Yijun Su, Xiang Li
      Pages 20-31
    4. Jie Pan, Yunshu Chen, Yue Huang, Xinghao Ding, En Cheng
      Pages 32-40
    5. Kepeng Xu, Li Nie, Zhiqiang Zhang, Wenxin Yu, Yunye Zhang, Wei Chen et al.
      Pages 41-48
    6. Hongjian Zhan, Shujing Lyu, Xiao Tu, Yue Lu
      Pages 49-56
    7. Yan Luo, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding
      Pages 57-64
    8. Siyuan Li, Lu Lu, Zhijing Li, Kepeng Xu, Matthieu Claisse, Wenxin Yu et al.
      Pages 65-73
    9. Shaohan Hu, Shenglei Huang, Guolong Wang, Zhipeng Li, Zheng Qin
      Pages 74-82
    10. Zhiqiang Zhang, Yunye Zhang, Yan Shi, Wenxin Yu, Li Nie, Gang He et al.
      Pages 83-90
    11. Zhenru Li, Yaoyi Li, Hongtao Lu
      Pages 91-98
    12. Xinyao Li, Dongyang Zhang, Jie Shao
      Pages 99-108
    13. Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
      Pages 109-117
    14. Zexi Hu, Yuk Ying Chung, Seid Miad Zandavi, Wanli Ouyang, Xiangjian He, Yuefang Gao
      Pages 118-126
    15. Ming Sun, Fang Zhou, Chun Yang, Xucheng Yin
      Pages 127-134
    16. Danlu Chen, Lihua Lu, Yao Lu, Ruizhe Yu, Shunzhou Wang, Lin Zhang et al.
      Pages 135-143
    17. Ziyan Xu, Shujing Lyu, Weiping Jin, Yue Lu
      Pages 144-151
  3. Learning from Incomplete Data

    1. Front Matter
      Pages 153-153
    2. Liu Jiang, Zheng Qin, Zhipeng Li, Pengbo Shen, Shaohan Hu
      Pages 155-167
    3. Timothy McIntosh, Julian Jang-Jaccard, Paul Watters, Teo Susnjak
      Pages 181-189
    4. Rakesh Kumar Sanodiya, Michelle Davies Thalakottur, Jimson Mathew, Matloob Khushi
      Pages 198-205
    5. Xianming Zeng, Song Wu, Guoqiang Xiao
      Pages 206-214
    6. Huan Shao, Yunlong Xu, Yi Ji, Jianyu Yang, Chunping Liu
      Pages 215-222
    7. Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel
      Pages 223-230
    8. Vamsi Krishna Aribandi, Lov Kumar, Lalita Bhanu Murthy Neti, Aneesh Krishna
      Pages 242-250
  4. Model Compression and Optimisation

    1. Front Matter
      Pages 251-251
    2. John Sum, Chi-Sing Leung
      Pages 253-261
    3. Shotaro Akaho, Hideitsu Hino, Noboru Murata
      Pages 262-272
  5. Neural Network Applications

    1. Front Matter
      Pages 273-273
    2. Chengcheng Li, Qing Xu, Cheng Peng, Yuejun Guo
      Pages 275-285
    3. Yiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Yijun Su
      Pages 297-308
    4. Kitsuchart Pasupa, Thanawat Lodkaew
      Pages 330-337
    5. Maciej Jaworski, Piotr Duda, Danuta Rutkowska, Leszek Rutkowski
      Pages 347-354
    6. Xuechen Jin, Xiaoliang Xie, Kun An, Qiaoli Wang, Jia Guo
      Pages 355-362
  6. Neural Network Models

    1. Front Matter
      Pages 363-363
    2. Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
      Pages 389-396
    3. Ravindra V. Savangouder, Jagdish C. Patra, Cédric Bornand
      Pages 405-413

Other volumes

  1. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV
  2. Neural Information Processing
    26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part V
  3. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I
  4. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part II
  5. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part III

About these proceedings

Introduction

The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019.

For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.

Keywords

artificial intelligence computer networks computer science computer systems computer vision databases education engineering image analysis image processing image reconstruction image segmentation internet learning machine learning mathematics network protocols neural networks pattern recognition signal processing

Editors and affiliations

  1. 1.Australian National UniversityCanberraAustralia
  2. 2.Murdoch UniversityMurdochAustralia
  3. 3.Kyungpook National UniversityDaeguKorea (Republic of)

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-36802-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-36801-2
  • Online ISBN 978-3-030-36802-9
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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