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Neural Information Processing

29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part III

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13625)

Conference series link(s): ICONIP: International Conference on Neural Information Processing

Conference proceedings info: ICONIP 2022.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxxvi
  2. Applications

    1. Front Matter

      Pages 1-1
    2. Electron Microscopy Image Registration with Transformers

      • Fuyu Feng, Tianzhu Zhang, Rui Sun, Jianfeng He, Zhiwei Xiong, Feng Wu
      Pages 14-25
    3. Deps-SAN: Neural Machine Translation with Dependency-Scaled Self-Attention Network

      • Ru Peng, Nankai Lin, Yi Fang, Shengyi Jiang, Tianyong Hao, Boyu Chen et al.
      Pages 26-37
    4. A Measurement-Based Quantum-Like Language Model for Text Matching

      • Wantong Zhang, Guobing Gan, Hui Gao, Peng Zhang, Wenjie Hui, Zipeng Fan
      Pages 38-47
    5. Virtual Try-on via Matching Relation with Landmark

      • Hao Wu, Xingxing Yao, Baodi Liu, Xiaoping Lu, Weifeng Liu
      Pages 48-60
    6. Incorporating Generation Method and Discourse Structure to Event Coreference Resolution

      • Congcheng Huang, Sheng Xu, Longwang He, Peifeng Li, Qiaoming Zhu
      Pages 73-84
    7. CCN: Pavement Crack Detection with Context Contrasted Net

      • Yihuan Zhu, Sheng Zhang, Chengfeng Ruan
      Pages 85-96
    8. Spatial and Temporal Guidance for Semi-supervised Video Object Segmentation

      • Guoqiang Li, Shengrong Gong, Shan Zhong, Lifan Zhou
      Pages 97-109
    9. A Hybrid Framework Based on Classifier Calibration for Imbalanced Aerial Scene Recognition

      • Yihong Zhuang, Changxing Jing, Senlin Cai, Lexing Huang, Yue Huang, Xiaotong Tu et al.
      Pages 110-121
    10. Enhancing BERT for Short Text Classification with Latent Information

      • Ailing Tang, Yufan Hu, Rong Yan
      Pages 122-132
    11. Unsupervised Anomaly Segmentation for Brain Lesions Using Dual Semantic-Manifold Reconstruction

      • Zhiyuan Ding, Qi Dong, Haote Xu, Chenxin Li, Xinghao Ding, Yue Huang
      Pages 133-144
    12. Transformer Based High-Frequency Predictive Model for Visual-Haptic Feedback of Virtual Surgery Navigation

      • Jianyong Huang, Jianhui Zhao, Zhekang Qiu, Zhiyong Yuan
      Pages 145-157
    13. A Comprehensive Vision-Based Model for Commercial Truck Driver Fatigue Detection

      • Zhen Gao, Xiaowen Chen, Jingning Xu, Rongjie Yu, Jiaqi Zong
      Pages 182-193
    14. Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning

      • Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
      Pages 206-215

About this book

The three-volume set LNCS 13623, 13624, and 13625 constitutes the refereed proceedings of the 29th International Conference on Neural Information Processing, ICONIP 2022, held as a virtual event, November 22–26, 2022. 


The 146 papers presented in the proceedings set were carefully reviewed and selected from 810 submissions. They were organized in topical sections as follows: Theory and Algorithms; Cognitive Neurosciences; Human Centered Computing; and Applications.


The ICONIP conference aims to provide a leading international forum for researchers, scientists, and industry professionals who are working in neuroscience, neural networks, deep learning, and related fields to share their new ideas, progress, and achievements.

Editors and Affiliations

  • Indian Institute of Technology Indore, Indore, India

    Mohammad Tanveer

  • Indian Institute of Information Technology - Allahabad, Prayagraj, India

    Sonali Agarwal

  • Kobe University, Kobe, Japan

    Seiichi Ozawa

  • Indian Institute of Technology Patna, Patna, India

    Asif Ekbal

  • University of Innsbruck, Innsbruck, Austria

    Adam Jatowt

Bibliographic Information

  • Book Title: Neural Information Processing

  • Book Subtitle: 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part III

  • Editors: Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-30111-7

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-30110-0Published: 13 April 2023

  • eBook ISBN: 978-3-031-30111-7Published: 12 April 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXXVI, 722

  • Number of Illustrations: 20 b/w illustrations, 228 illustrations in colour

  • Topics: Pattern Recognition, Data Mining and Knowledge Discovery, Machine Learning, Computer Applications

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
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