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Cognitive Computation and Systems

First International Conference, ICCCS 2022, Beijing, China, December 17–18, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

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Editors:
  1. Fuchun Sun

    1. Tsinghua University, Beijing, China

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  2. Jianmin Li

    1. Tsinghua University, Beijing, China

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  3. Huaping Liu

    1. Tsinghua University, Beijing, China

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  4. Zhongyi Chu

    1. Beihang University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1732)

Included in the following conference series:

Conference proceedings info: ICCCS 2022.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xii
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  2. Computer Vision

    1. Front Matter

      Pages 1-1
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    2. U-YOLO: Improved YOLOv5 for Small Object Detection on UAV-Captured Images

      • Guowei Zhang, Xingyu Chen, Xun Tan, Jiahao Zhang, Xuguang Lan
      Pages 3-15

    3. Fruit Detection Based on Automatic Occlusion Prediction and Improved YOLOv5s

      • Yufeng Wang, Liang Ye, Jing Zhao, Huasong Min
      Pages 16-28

    4. A Novel Autoencoder for Task-Driven Object Segmentation

      • Weijie Jiang, Yuxiang Cai, Yuanlong Yu, Rong Chen, Jianglong Zhang, Weitao Zheng et al.
      Pages 29-40

    5. Feedback Attention-Augmented Bilateral Network for Amodal Instance Segmentation

      • Junjie Dong, Huaping Liu, Jun Xie, XinYing Xu, Zijun Lan
      Pages 41-55

    6. Squeeze-and-Excitation Block Based Mask R-CNN for Object Instance Segmentation

      • Kouta Nagasawa, Shin Ishiyama, Huimin Lu, Tohru Kamiya, Yoshihisa Nakatoh, Seiichi Serikawa et al.
      Pages 56-64

    7. PointNetX: Part Segmentation Based on PointNet Promotion

      • Kai Zhao, Huimin Lu, Yujie Li
      Pages 65-76

    8. Enhancement for Low-Contrast Images with Dynamical Saturating Nonlinearity and Adaptive Stochastic Resonance

      • Guodong Wang, Xi Wang, Yumei Ma, Zhenkuan Pan, Xuqun Zhang, Jinpeng Yu
      Pages 77-88

    9. A Fusion Method for 2D LiDAR and RGB-D Camera Depth Image Without Calibration

      • Xia Hou, Hong Shi, Yuanhao Qu, Minghao Yang
      Pages 89-101

    10. Shape and Pose Reconstruction of Robotic In-Hand Objects from a Single Depth Camera

      • Xiaoxian Jin, Zhen Deng, Zhenyu Zhang, Liangjun Lu, Ge Gao, Bingwei He
      Pages 102-114

  3. Decision Making and Cognitive Computation

    1. Front Matter

      Pages 115-115
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    2. “Gongzhu” Strategy Based on Convolutional Neural Network

      • Licheng Wu, Qifei Wu, Hongming Zhong, Xiali Li
      Pages 117-128

    3. The Survey of Self-play Method in Computer Games

      • Xiali Li, Zhaoqi Wang, Bo Liu, Licheng Wu
      Pages 129-138

    4. GK-Means SOM Algorithm Used to Plan the Paths for Multiple Agents Exploring Multiple Target Points

      • Hexing Yang, Qingjie Zhao, Lei Wang, Wangwang Liu, Ling Chong
      Pages 139-147

    5. Association Analysis of Gene Expression and Brain Image Identifies Gene Signatures in Major Depression Disorder

      • Wei Liu, Jian-po Su, Ling-Li Zeng
      Pages 148-159

    6. Transfer Learning Based Seizure Detection: A Review

      • Xiaonan Cui, Jiuwen Cao, Tiejia Jiang, Feng Gao
      Pages 160-175

    7. Cognitive Computing and System Analysis of Seven Times Pass Method Applications and Its Significance

      • Xueqiu Wu, Xiaohui Zou
      Pages 176-185

    8. Cognitive Computing and Systems Analysis of Alumni Economic Theory and Practice

      • Shijie Lv, Xiaohui Zou
      Pages 186-195

    9. Factor Space: Cognitive Computation and Systems for Generalized Genes

      • Peizhuang Wang, Xiaohui Zou, Fanhui Zeng, Sizong Guo, Yong Shi, Jing He
      Pages 196-210
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  1. Cognitive Computation and Systems

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About this book

This volume constitutes selected papers presented during the First International Conference on Cognitive Computation and Systems, ICCCS 2022, held in Beijing, China, in October 2022.

The 31 papers were thoroughly reviewed and selected from the 75 submissions. The papers are organized in topical sections on ​computer vision; decision making and cognitive computation; robot and autonomous vehicle.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Fuchun Sun, Jianmin Li, Huaping Liu

  • Beihang University, Beijing, China

    Zhongyi Chu

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