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Intelligent Computing Methodologies

16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part III

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. De-Shuang Huang

    1. Machine Learning and Systems Biology, Tongji University, Shanghai, China

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  2. Prashan Premaratne

    1. School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, North Wollongong, Australia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12465)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICIC 2020.

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Table of contents (54 papers)

  1. Front Matter

    Pages i-xxii
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  2. Intelligent Computing in Robotics

    1. Front Matter

      Pages 1-1
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    2. Automatic Pose Estimation of Micro Unmanned Aerial Vehicle for Autonomous Landing

      • Manish Shrestha, Sanjeeb Prasad Panday, Basanta Joshi, Aman Shakya, Rom Kant Pandey
      Pages 3-15

    3. A New Robotic Manipulator Calibration Method of Identification Kinematic and Compliance Errors

      • Phu-Nguyen Le, Hee-Jung Kang
      Pages 16-27

    4. Person-Following Shopping Support Robot Using Kinect Depth Camera Based on 3D Skeleton Tracking

      • Md Matiqul Islam, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno
      Pages 28-37

  3. Intelligent Computing in Computer Vision

    1. Front Matter

      Pages 39-39
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    2. Real-Time Object Detection Based on Convolutional Block Attention Module

      • Ming-Yang Ban, Wei-Dong Tian, Zhong-Qiu Zhao
      Pages 41-50

    3. Image Super-Resolution Network Based on Prior Information Fusion

      • Cheng Ding, Wei-Dong Tian, Zhong-Qiu Zhao
      Pages 51-61

    4. TFPGAN: Tiny Face Detection with Prior Information and GAN

      • Dian Liu, Zhong-Qiu Zhao, Wei-Dong Tian
      Pages 62-73

    5. Regenerating Image Caption with High-Level Semantics

      • Wei-Dong Tian, Nan-Xun Wang, Yue-Lin Sun, Zhong-Qiu Zhao
      Pages 74-86

    6. Aggregated Deep Saliency Prediction by Self-attention Network

      • Ge Cao, Qing Tang, Kang-hyun Jo
      Pages 87-97

    7. Identification of Diseases and Pests in Tomato Plants Through Artificial Vision

      • Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García Lamont
      Pages 98-109

    8. Depth Guided Attention for Person Re-identification

      • Md Kamal Uddin, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno
      Pages 110-120

    9. Improved Vision Based Pose Estimation for Industrial Robots via Sparse Regression

      • Diyar Khalis Bilal, Mustafa Unel, Lutfi Taner Tunc
      Pages 121-132

    10. LiDAR-Camera-Based Deep Dense Fusion for Robust 3D Object Detection

      • Lihua Wen, Kang-Hyun Jo
      Pages 133-144

    11. PON: Proposal Optimization Network for Temporal Action Proposal Generation

      • Xiaoxiao Peng, Jixiang Du, Hongbo Zhang
      Pages 145-157

  4. Intelligent Computing in Communication Networks

    1. Front Matter

      Pages 159-159
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    2. A Second-Order Adaptive Agent Network Model for Social Dynamics in a Classroom Setting

      • Kasper Nicholas, Eric Zonneveld, Jan Treur
      Pages 161-173

  5. Intelligent Control and Automation

    1. Front Matter

      Pages 175-175
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    2. A Fast Terminal Sliding Mode Control Strategy for Trajectory Tracking Control of Robotic Manipulators

      • Anh Tuan Vo, Hee-Jun Kang, Thanh Nguyen Truong
      Pages 177-189
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Other volumes

  1. Intelligent Computing Theories and Application

  2. Intelligent Computing Theories and Application

  3. Intelligent Computing Methodologies

Keywords

About this book

This two-volume set of LNCS 12463 and LNCS 12464 constitutes - in conjunction with the volume LNAI 12465 - the refereed proceedings of the 16th International Conference on Intelligent Computing, ICIC 2020, held in Bari, Italy, in October 2020. The 162 full papers of the three proceedings volumes were carefully reviewed and selected from 457 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.” Papers related to this theme are especially solicited, addressing theories, methodologies, and applications in science and technology.

Editors and Affiliations

  • Machine Learning and Systems Biology, Tongji University, Shanghai, China

    De-Shuang Huang

  • School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, North Wollongong, Australia

    Prashan Premaratne

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