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Intelligent Computing Theories and Application

17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. De-Shuang Huang

    1. Tongji University, Shanghai, China

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  2. Kang-Hyun Jo

    1. University of Ulsan, Ulsan, Korea (Republic of)

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  3. Jianqiang Li

    1. Shenzhen University, Shenzhen, China

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  4. Valeriya Gribova

    1. Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia

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  5. Abir Hussain

    1. Department of Computer Science, Liverpool John Moores University, Liverpool, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12837)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ICIC 2021.

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About this book

This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions.


The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.”

The papers are organized in the following subsections: Intelligent Computing in Computer Vision, Intelligent Control and Automation, Intelligent Modeling Technologies for Smart Cities, Machine Learning, and Theoretical Computational Intelligence and Applications.


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Table of contents (62 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Intelligent Computing in Computer Vision

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. BIDGAN: Blind Image Deblurring with Improved CycleGAN and Frequency Filtering

      • Yina Zhou, Caiwang Zhang, Xiaoyong Ji
      Pages 3-17

    3. Emotional Interaction Computing of Actors in the Mass Incidents

      • Yi-yi Wang, Fan-liang Bu
      Pages 18-30

    4. Multi Spatial Convolution Block for Lane Lines Semantic Segmentation

      • Yan Wu, Feilin Liu, Wei Jiang, Xinneng Yang
      Pages 31-41

    5. VISFF: An Approach for Video Summarization Based on Feature Fusion

      • Wei-Dong Tian, Xiao-Yu Cheng, Bin He, Zhong-Qiu Zhao
      Pages 42-53

    6. Understanding Safety Based on Urban Perception

      • Felipe Moreno-Vera
      Pages 54-64

    7. Recognition of Multiple Panamanian Watermelon Varieties Based on Feature Extraction Analysis

      • Javier E. Sánchez-Galán, Anel Henry, Fatima Rangel, Emmy Sáez, Kang-Hyun Jo, Danilo Cáceres-Hernández
      Pages 65-75

    8. STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference

      • Tao Hong, Yajun Zou, Jinwen Ma
      Pages 76-90

    9. Abnormal Driving Detection Based on Human Pose Estimation and Facial Key Points Detection

      • Zihao Ye, Qize Wu, Xinxin Zhao, Jiajun Zhang, Wei Yu, Chao Fan
      Pages 91-102

    10. Uncertainty-Guided Pixel-Level Contrastive Learning for Biomarker Segmentation in OCT Images

      • Yingjie Bai, Xiaoming Liu, Bo Li, Kejie Zhou
      Pages 103-111

    11. Virtual Piano System Based on Monocular Camera

      • Yajing Wang, Liang Song
      Pages 112-121

    12. Wall-Following Navigation for Mobile Robot Based on Random Forest and Genetic Algorithm

      • Peipei Wu, Menglin Fang, Zuohua Ding
      Pages 122-131

    13. A Study of Algorithms for Controlling the Precision of Bandwidth in EMI Pre-testing

      • Shenglan Wu, Wenjing Hu, Fang Zhang
      Pages 132-141

  3. Intelligent Control and Automation

    1. Front Matter

      Pages 143-143
      Download chapter PDF

    2. Flight Control for 6-DOF Quadrotor via Sliding Mode Integral Filter

      • Zinan Su, Aihua Zhang, Shaoshao Wang
      Pages 145-160

    3. An Enhanced Finite-Control-Set Model Predictive Control Strategy for PWM Rectifiers with Filter Inductance Mismatch

      • Van-Tien Le, Huu-Cong Vu, Hong-Hee Lee
      Pages 161-171

    4. Deep Integration Navigation Technique Based on Strong Tracking UKF Algorithm

      • Cheng Xuwei, Zhang Zaitian, Ren Haoyu, Qiu Fengqi, Chen Jianzhou
      Pages 172-182

    5. The Application of Theoretical Variance#1 Method and Lifting Wavelet for Optic Gyroscopes

      • Cheng Xuwei, Li Yuan, Zhou Min, Yan Zitong, Xie Can
      Pages 183-193

    6. Proposing a Novel Fixed-Time Non-singular Terminal Sliding Mode Surface for Motion Tracking Control of Robot Manipulators

      • Anh Tuan Vo, Thanh Nguyen Truong, Hee-Jun Kang, Tien Dung Le
      Pages 194-206
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Other volumes

  1. Intelligent Computing Theories and Application

  2. Intelligent Computing Theories and Application

  3. Intelligent Computing Theories and Application

Editors and Affiliations

  • Tongji University, Shanghai, China

    De-Shuang Huang

  • University of Ulsan, Ulsan, Korea (Republic of)

    Kang-Hyun Jo

  • Shenzhen University, Shenzhen, China

    Jianqiang Li

  • Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia

    Valeriya Gribova

  • Department of Computer Science, Liverpool John Moores University, Liverpool, UK

    Abir Hussain

Bibliographic Information

  • Book Title: Intelligent Computing Theories and Application

  • Book Subtitle: 17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part II

  • Editors: De-Shuang Huang, Kang-Hyun Jo, Jianqiang Li, Valeriya Gribova, Abir Hussain

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-84529-2

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-84528-5Published: 10 August 2021

  • eBook ISBN: 978-3-030-84529-2Published: 09 August 2021

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXII, 763

  • Number of Illustrations: 103 b/w illustrations, 269 illustrations in colour

  • Topics: Image Processing and Computer Vision, Machine Learning, Computer Applications, Artificial Intelligence

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