Chinese

    Peng Shi

  • Title:Professor
  • Keywords:AI, Big Data, Image Processing, Video Analysis
  • Contact:pshi@ustb.edu.cn
Researches

Dr. Peng Shi is the Project Manager of Data Sharing System of National Center for Materials Service Safety at the University of Science and Technology, Beijing (USTB). Dr. Shi graduated from Shandong University with the B.S. degree in 1999. He received his M.S. degree from Ocean University of China in 2002. And he got Ph.D. degree from Institute of Computing Technology, Chinese Academy of Sciences in 2007.

His interests include big data, image processing, video analysis and artificial intelligence application in materials science.


  • Main Projects
  • Main Contributions
  • 1.       National Key R&D Program of China (2023YFC3805703), “Intelligent Maintenance Decision Method for the Whole Network Based on the Service Function and Correlation of Bridge and Tunnel Groups”, 2023.12 – 2026.11

    2.       National Key R&D Program of China (2017YFB0203703), “Intelligent Workflow Management and Remote Visualization Technology”, 2017.7-2020.12


  • 1.       We proposed deblurring network model for metal corrosion and microstructure images, significantly enhancing the image quality.

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    2.       We proposed multi-relation learning network for audio-visual event localization, effectively mines visual relations, intra and cross-modal relations, and temporal continuity relations.

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  • Publications
  • Books
  • Patents
  • Awards and Membership
  • 1.       Jiaxiang Wang, Pufen Zhang, Sijie Chang, Zhengyi Li, Peng Shi*, Hongying Yu, Dongbai Sun*, Automatic deblurring and rating classification for metal corrosion images, Computational Materials Science, Volume 251, March 2025, 113725

    2.       Fan Zhang, Yingying Xiong, Peng Shi*, Lianhong Ding, Deep User Rating Pattern Mining and Fusion Inference Method for Cross-Domain Recommendation, Expert Systems With Applications, Volume 269, 15 April 2025, 126374

    3.       Pufen Zhang, Jiaxiang Wang, Meng Wan, Sijie Chang, Lianhong Ding, Peng Shi*, Multi-Relation Learning Network for Audio-Visual Event Localization, Knowledge-Based Systems, Volume 310, 15 February 2025, 112925

    4.       Pufen Zhang, Jiaxiang Wang, Meng Wan, Song Zhang, Jie Jing, Lianhong Ding, Peng Shi*, Audio-Visual Event Localization with Dual Temporal-Aware Scene Understanding and Image-Text Knowledge Bridging, Complex & Intelligent Systems, 2025, 11(1), 15

    5.       Jiaxiang Wang, Meng Wan, Pufen Zhang, Sijie Chang, Hao Du, Peng Shi*, Hongying Yu, Dongbai Sun*, Jue Wang, Yangang Wang, MCIDN: Deblurring Network for Metal Corrosion Images, Applied Sciences, 2024, 14, 11565

    6.       Jiaxiang Wang, Zhengyi Li, Peng Shi, Hongying Yu and Dongbai Sun*, MIDNet: Deblurring Network for Material Microstructure Images, CMC-Computers, Materials & Continua, 2024, 79(1), 1187-1204

    7.       Ziwei Wang,Yi Hu,Jianxian Ding, Peng Shi*, YOLOv5--Based Seabed Sediment Recognition Method for Side--Scan Sonar Imagery, Journal of Ocean University of China, 2023, 22, 1529-1540

    8.       Xin Chen, Peng Shi*, Yi Hu*, A Precise Semantic Segmentation Model for Seabed Sediment Detection Using YOLO-C, Journal of Marine Science and Engineering, 2023, 11, 1475


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