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Jie Zhang



TitleAssociate Professor

E-mailzjie0911@163.com 

OfficeRoom 1102, Informatics Building

Education

   2014.09-2018.06, PhD (majored in Instrumentation Science and Technology), Beihang University.

    2016.09-2018.05, visiting PhD student, School of Informatics, University of Edinburgh.

Work Experience

2022.07-now, Associate Professor, School of Automation and Electrical Engineering, University of Science and Technology Beijing

Research Interests

My research interests lie at 3D perception with vision or radar and pattern recognition, especially focusing on static/dynamic point cloud processing, active vision reconstruction and applications to a variety of industrial scenarios.

Courses

Selected Publications

  1. Jie Zhang, Junhua Sun. 4-D Spatiotemporal detection and modeling of free-bending pipelines in cluttered 3-D point cloud. IEEE Transactions on Instrumentation & Measurement, 2021, 70, 5017612, 1-12.
  2. Jie Zhang, Robert B. Fisher. 3D visual passcode: Speech-driven 3D facial dynamics for behaviometrics. Signal Processing, 2019, 160: 164-177.
  3. Jie Zhang1, Zhengmao Sun1, Junhua Sun. 3-DFineRec: Fine-grained recognition for small-scale objects in 3-D point cloud scenes. IEEE Transactions on Instrumentation & Measurement, 2022, 71, 2500711, 1-11.
  4. Junhua Sun, Zhou Zhang, Jie Zhang (Corresponding author). Reconstructing 3D normal section profiles of 3D revolving structures via pose-unconstrained multi-line structured-light vision. IEEE Trans. Instrumentation & Measurement. 70,7001112, 1-12,2021.
  5. Jie Zhang, Junhua Sun, Zhou Zhang. Identifying multiple line-structured lights from images via a local-to-global graph representation. Optics Express, 2020, 28(10), 15611-15624.
  6. Jie Zhang, Christos Maniatis, Luis Horna, Robert B. Fisher. Dynamic 3D reconstruction improvement via intensity video guided 4D fusion, Journal of Visual Communication & Image Representation, 2018, 55: 540-547.
  7. Jie Zhang, Junhua Sun. Instance-based object recognition in 3D point clouds using discriminative shape primitives. Machine Vision & Applications, 2018, 29(2): 285-297.
  8. Jie Zhang, Junhua Sun, et al. A flexible calibration method for laser displacement sensors based on stereo-target, Measurement Science & Technology, 2014, 25: 105103.
  9. Jie Zhang, Robert B. Fisher. 3D lip event detection via interframe motion divergence at multiple temporal resolutions. 2021 International Conference on 3D Vision (3DV), 2021, 423-431.
  10. Jie Zhang, Korin Richmond, Robert B. Fisher. Dual-modality Talking-metrics: 3D visual-audio integrated behaviometric cues from speakers. 2018 24th International Conference on Pattern Recognition (ICPR), 2018, 3144-3149.

Selected Projects

National Natural Science Funding of China, “Behavior representation of 3D speaking lip at unconstrainted poses for behaviometrics”, 2020-2022, Grant No. 61906004.

   National Key Research and Development Science Funding of China, “Towards intelligent 3D visual inspection for car engines: localizing and recognizing multiple micro-faults from cluttered backgrounds in 3D point clouds”, 2019-2021, Grant No. 2018YFB2003803-2.

Scientific Research Project of Beijing Educational Committee, “3D vision perception in intelligent industrial manufacturing”, 2021-2023, Grant No. KM202110011012.

Honors & Awards

National Outstanding Postgraduate Fellowship (2014)

Beijing Outstanding Postgraduate (2014)

China System Science Conference (CSSC)Best paper” Award (2019)

Excellent Academic Paper Award of Beihang University (2018)