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Artificial Intelligence

Second CAAI International Conference, CICAI 2022, Beijing, China, August 27–28, 2022, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2022

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Editors:
  1. Lu Fang

    1. Tsinghua University, Beijing, China

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  2. Daniel Povey

    1. Xiaomi Inc., Beijing, China

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  3. Guangtao Zhai

    1. Shanghai Jiao Tong University, Shanghai, China

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  4. Tao Mei

    1. JD Explore Academy, Beijing, China

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  5. Ruiping Wang

    1. Chinese Academy of Sciences, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13604)

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

Included in the following conference series:

Conference proceedings info: CICAI 2022.

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Table of contents (54 papers)

  1. Front Matter

    Pages i-xxxii
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  2. Computer Vision

    1. Front Matter

      Pages 1-1
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    2. Cross-Camera Deep Colorization

      • Yaping Zhao, Haitian Zheng, Mengqi Ji, Ruqi Huang
      Pages 3-17

    3. Attentive Cascaded Pyramid Network for Online Video Stabilization

      • Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
      Pages 18-29

    4. Amodal Layout Completion in Complex Outdoor Scenes

      • Jingyu Wu, Zejian Li, Shengyuan Zhang, Lingyun Sun
      Pages 30-41

    5. Exploring Hierarchical Prototypes for Few-Shot Segmentation

      • Yaozong Chen, Wenming Cao
      Pages 42-53

    6. BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation

      • Congying Xing, Gao Li, Lefei Zhang
      Pages 54-66

    7. Triple GNN: A Pedestrian-Scene-Object Joint Model for Pedestrian Trajectory Prediction

      • Xinshengzi Huang, Qiong Liu, You Yang
      Pages 67-79

    8. Cross-domain Trajectory Prediction with CTP-Net

      • Pingxuan Huang, Zhenhua Cui, Jing Li, Shenghua Gao, Bo Hu, Yanyan Fang
      Pages 80-92

    9. Spatial-Aware GAN for Instance-Guided Cross-Spectral Face Hallucination

      • Wenpeng Xiao, Cheng Xu, Huaidong Zhang, Xuemiao Xu
      Pages 93-105

    10. Lightweight Image Compression Based on Deep Learning

      • Mengyao Li, Zhengyong Wang, Liquan Shen, Qing Ding, Liangwei Yu, Xuhao Jiang
      Pages 106-116

    11. DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning

      • Yangyang Xu, Lefei Zhang
      Pages 117-128

    12. Monocular 3D Face Reconstruction with Joint 2D and 3D Constraints

      • Huili Cui, Jing Yang, Yu-Kun Lai, Kun Li
      Pages 129-141

    13. Scene Text Recognition with Single-Point Decoding Network

      • Lei Chen, Haibo Qin, Shi-Xue Zhang, Chun Yang, Xucheng Yin
      Pages 142-153

    14. Unsupervised Domain Adaptation for Semantic Segmentation with Global and Local Consistency

      • Xiangxuan Shan, Zijin Yin, Jiayi Gao, Kongming Liang, Zhanyu Ma, Jun Guo
      Pages 154-165

    15. Research on Multi-temporal Cloud Removal Using D-S Evidence Theory and Cloud Segmentation Model

      • Xinwei Wang, Kailai Sun, Qianchuan Zhao, Jianhong Zou
      Pages 166-178

    16. SASD: A Shape-Aware Saliency Object Detection Approach for RGB-D Images

      • Lingling Zi, Xin Cong
      Pages 179-190

    17. Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window

      • Qiuli Wang, Xin Tan, Lizhuang Ma, Chen Liu
      Pages 191-203

    18. CDNeRF: A Multi-modal Feature Guided Neural Radiance Fields

      • Qi Zhang, Qiaoqiao Liu, Hang Zou
      Pages 204-215

    19. MHPro: Multi-hypothesis Probabilistic Modeling for Human Mesh Recovery

      • Haibiao Xuan, Jinsong Zhang, Kun Li
      Pages 216-228
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Other volumes

  1. Artificial Intelligence

  2. Artificial Intelligence

  3. Artificial Intelligence

Keywords

About this book

This three-volume set LNCS 13604-13606 constitutes revised selected papers presented at the Second CAAI International Conference on Artificial Intelligence, held in Beijing, China, in August 2022. CICAI is a summit forum in the field of artificial intelligence and the 2022 forum was hosted by Chinese Association for Artificial Intelligence (CAAI).

The 164 papers were thoroughly reviewed and selected from 521 submissions. CICAI aims to establish a global platform for international academic exchange, promote advanced research in AI and its affiliated disciplines such as machine learning, computer vision, natural language, processing, and data mining, amongst others.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Lu Fang

  • Xiaomi Inc., Beijing, China

    Daniel Povey

  • Shanghai Jiao Tong University, Shanghai, China

    Guangtao Zhai

  • JD Explore Academy, Beijing, China

    Tao Mei

  • Chinese Academy of Sciences, Beijing, China

    Ruiping Wang

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