陈玮铭

陈玮铭

Weiming Chen
chenwm2023@mail.sustech.edu.cn

Department of Electronic and Electrical Engineering, Southern University of Science and Technology

Weiming Chen received the B.Eng. degree in mechanical design manufacture and automation, and the M.Sc. degree in electronic science and technology from Xidian University, Xi’an, China, in 2019, and 2023. He is currently pursuing the Ph.D. degree in Intelligent Manufacturing and Robotics from Southern University of Science and Technology, Shenzhen, China. His research interests include machine learning, computer vision, multi modality, AIGC, text-to-image synthesis, diffusion model, object detection, and remote sensing.

Visit his personal homepage for more information (https://www.weimingchen.net).

Research Interests

  • Machine Learning
  • Computer Vision
  • Multi Modality
  • AIGC
  • Text-to-Image Synthesis
  • Diffusion Model
  • Object Detection
  • Remote Sensing

Projects

  • Visual Annotation Platform (VAP)
  • Research on Key Technologies of Adaptive Multi Domain Image Data Automatic Annotation

Publication

  • Weiming Chen, Bing Han, Xinbo Gao (2023). Oriented Ship Detection Based on Expansion Deformation Rotation Representation. 2023 3rd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT): 621-627. DOI: 10.1109/ICFEICT59519.2023.00108.
  • Zheng Yang, Bing Han, Weiming Chen, Xinbo Gao (2023). Learn to Encode Heterogeneous Data: A Heterogeneous Aware Network for Multi-Future Trajectory Prediction. International Joint Conference on Neural Networks (IJCNN), Queensland, Australia.
  • Bing Han, Weiming Chen, Yang Zhou, Haitong Wang, Weixiong Zhao (2023). 光学遥感影像数据处理平台V1.0. 中国, 计算机软件著作权. 登记号: 2023SR0674142, 登记日期: 2023年6月15日. (已授权).
  • Yang Zhou, Bing Han, Xinbo Gao, Zheng Yang, Weiming Chen (2023). Domain Adaptive Object Detection Based on Attention Mechanism and Cycle Domain Triplet Loss. ACTA AUTOMATICA SINICA. (published online).
  • Bing Han, Weiming Chen, Ping Wang, Yannan Xiong, Yang Zhou, Weixiong Zhao (2023). 视觉影像标注平台V1.0. 中国, 计算机软件著作权. 登记号: 2023SR0432943, 登记日期: 2023年4月3日. (已授权).
  • Zheng Yang, Bing Han, Weiming Chen, Xinbo Gao (2022). TMDiMP: Temporal memory guided discriminative tracker for UAV object tracking. Remote Sensing, 14(24): 6351. DOI: 10.3390/rs14246351.
  • Weiming Chen, Bing Han, Zheng Yang, Xinbo Gao (2022). MSSDet: Multi-Scale Ship-Detection Framework in Optical Remote-Sensing Images and New Benchmark. Remote Sensing, 14(21): 5460. DOI: 10.3390/rs14215460.
  • Bing Han, Weiming Chen, Xinbo Gao, Zheng Yang, Xiaoyue Huang (2022). 基于联合递归特征金字塔的多尺度目标检测方法. 中国, 发明专利. 申请号: 202211339440.0, 申请日期: 2022年10月29日. (在审查).
  • Bing Han, Zheng Yang, Xinbo Gao, Weiming Chen, Xiaoyue Huang (2022). 基于序列感知与特征增强的无人机视角目标跟踪方法. 中国, 发明专利. 申请号: 202211194947.1, 申请日期: 2022年9月27日. (在审查).
  • Bing Han, Zheng Yang, Xinbo Gao, Weiming Chen, Xiaoyue Huang (2022). 基于异构数据关联挖掘与度量学习的智能体轨迹预测方法. 中国, 发明专利. 申请号: 202211163069.7, 申请日期: 2022年9月23日. (在审查).
  • Bing Han, Lu Gao, Zheng Yang, Weiming Chen, Xiaoyue Huang (2022). 基于点标注数据的病理图像分割方法. 中国, 发明专利. 申请号: 202210569641.3. 申请日期: 2022年5月24日. (在审查).
Education
  • Ph.D. in Intelligent Manufacturing and Robotics, 2023-present

    Southern University of Science and Technology

  • M.Sc. in Electronic Science and Technology, 2020-2023

    Xidian University

  • B.Eng. in Mechanical Design Manufacture and Automation, 2015-2019

    Xidian University