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Cognitive Systems and Signal Processing

5th International Conference, ICCSIP 2020, Zhuhai, China, December 25–27, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Fuchun Sun

    1. Tsinghua University, Beijing, China

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    You can also search for this editor in PubMed   Google Scholar

  2. Huaping Liu

    1. Tsinghua University, Beijing, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Bin Fang

    1. Tsinghua University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1397)

Included in the following conference series:

Conference proceedings info: ICCSIP 2020.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xvi
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  2. Award

    1. Front Matter

      Pages 1-1
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    2. Quantized Separable Residual Network for Facial Expression Recognition on FPGA

      • Xinqi Fan, Mingjie Jiang, Huaizhi Zhang, Yang Li, Hong Yan
      Pages 3-14

    3. Hole-Peg Assembly Strategy Based on Deep Reinforcement Learning

      • Xiaodong Zhang, Pengchao Ding
      Pages 15-32

    4. EEG-Based Emotion Recognition Using Convolutional Neural Network with Functional Connections

      • Hongbo Wang, Ke Liu, Feifei Qi, Xin Deng, Peiyang Li
      Pages 33-40

    5. Fast Barcode Detection Method Based on ThinYOLOv4

      • Liwei Zhang, Yuzhao Sui, Fuwei Zhu, Mingzhu Zhu, Bingwei He, Zhen Deng
      Pages 41-55

    6. The Realtime Indoor Localization Unmanned Aerial Vehicle

      • Yimin Zhou, Zhixiong Yu, Zhuang Ma
      Pages 56-70

  3. Algorithm

    1. Front Matter

      Pages 71-71
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    2. L1-Norm and Trace Lasso Based Locality Correlation Projection

      • Sen Yuan, Si Chen, Feng Zhang, Wentao Huang
      Pages 73-84

    3. Episodic Training for Domain Generalization Using Latent Domains

      • Bincheng Huang, Si Chen, Fan Zhou, Cheng Zhang, Feng Zhang
      Pages 85-93

    4. A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model

      • Yufan Zhuo, Fuchun Sun, Zhenkun Wen, Huisi Wu, Haiming Huang
      Pages 94-104

    5. METAHACI: Meta-learning for Human Activity Classification from IMU Data

      • Benjakarn Leelakittisin, Fuchun Sun
      Pages 105-113

    6. Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development

      • Xinyue Zhang, Xu Yang, Zhiyong Liu, Lu Zhang, Dongchun Ren, Mingyu Fan
      Pages 114-120

    7. Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications

      • Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang, Feng Qian
      Pages 121-130

    8. Path Planning and Simulation Based on Cumulative Error Estimation

      • Can Wang, Chensheng Cheng, Dianyu Yang, Feihu Zhang, Guang Pan
      Pages 131-141

    9. MIMF: Mutual Information-Driven Multimodal Fusion

      • Zhenhong Zou, Linhao Zhao, Xinyu Zhang, Zhiwei Li, Dafeng Jin, Tao Luo
      Pages 142-150

  4. Application

    1. Front Matter

      Pages 151-151
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    2. Spatial Information Extraction of Panax Notoginseng Fields Using Multi-algorithm and Multi-sample Strategy-Based Remote Sensing Techniques

      • Shengliang Pu, Yining Song, Yingyao Chen, Yating Li, Lingxin Luo, Guangyu Xu et al.
      Pages 153-163

    3. Application of Convolution BLS in AI Face-Changing Problem

      • Junxi Wang, Xiaoqiang Li, Wenfeng Wang, Jian Huang
      Pages 164-173

    4. Cognitive Calculation Studied for Smart System to Lead Water Resources Management

      • Xiaohui Zou, Huajian Gou, Qiang Yang, Jian Li
      Pages 174-183
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Other volumes

  1. Cognitive Systems and Signal Processing

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the 5th International Conference on Cognitive Systems and Signal Processing, ICCSIP 2020, held in Zhuhai, China, in December 2020.

The 59 revised papers presented were carefully reviewed and selected from 120 submissions. The papers are organized in topical sections on algorithm; application; manipulation; bioinformatics; vision; and autonomous vehicles.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Fuchun Sun, Huaping Liu, Bin Fang

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