Title:Associate Professor
E-mail:zjie0911@163.com
Office:Room 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:
- 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.
- Jie Zhang, Robert B. Fisher. 3D visual passcode: Speech-driven 3D facial dynamics for behaviometrics. Signal Processing, 2019, 160: 164-177.
- 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.
- 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.
- 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.
- 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.
- Jie Zhang, Junhua Sun. Instance-based object recognition in 3D point clouds using discriminative shape primitives. Machine Vision & Applications, 2018, 29(2): 285-297.
- Jie Zhang, Junhua Sun, et al. A flexible calibration method for laser displacement sensors based on stereo-target, Measurement Science & Technology, 2014, 25: 105103.
- 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.
- 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)