Dr. Fan Zhang
Professor, PhD Supervisor,
College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China
Email: zhangf@mail.buct.edu.cn
Background
Professor Fan Zhang (Senior Member, IEEE) received the B.E. degree in communication engineering from the Civil Aviation University of China, Tianjin, China, in 2002, the M.S. degree in signal and information processing from Beihang University, Beijing, China, in 2005, and the Ph.D. degree in signal and information processing from the Institute of Electronics, Chinese Academy of Sciences, Beijing, in 2008.,He is currently a Full Professor of electronic and information engineering with the Beijing University of Chemical Technology, Beijing. His research interests are remote sensing image processing, high-performance computing, and artificial intelligence.
Areas of Research of Expertise
synthetic aperture radar,
radar imaging,
feature extraction,
radar polarimetry,
Memberships
IEEE Senior member.
Active reviewer for the IEEE Access, IEEE Transactions on Geoscience and Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Geoscience and Remote Sensing Letters.
Teaching
Undergraduate Teaching
Signal and System
Postgraduate Teaching
Parallel Computing with CUDA
Research
Funded Research Projects
* PI, Multi-aspect SAR target recognition based on deep recurrent learning in resource constrained environments, National Natural Science Foundation of China, No. 61871413, 01/2019-12/2022.
* PI, Mix-grained parallel simulation of multi-dimensional SAR raw data driven by irregular problem, National Natural Science Foundation of China, No. 61501018, 01/2016-12/2018.
* PI, Traffic monitoring oriented passive ISAR imaging technology with LTE signals, Beijing Natural Science Foundation, No. 4164093, 01/2016-12/2017.
* PI, Electrical capacitance tomography for multiphase flow detection in chemical pipeline, Beijing Higher Education Young Elite Teacher Project, No. YETP0500, 03/2013-03/2016.
* PI, Multiple Mode spaceborne SAR raw data parallel simulation, Chinese Academy of Sciences, No. H2016292, 01/2016-12/2018.
Publications
Ma F, Sun X, Zhang F* , et al. What Catch Your Attention in SAR Images: Saliency Detection Based on Soft-Superpixel Lacunarity Cue [J]. IEEE Transactions on Geoscience and Remote Sensing , 2023.
Ni J, Carlos Lopez-Martinez, Hu Z, Zhang F . Multitemporal SAR and Polarimetric SAR Optimization and Classification: Reinterpreting Temporal Coherence [J]. IEEE Transactions on Geoscience and Remote Sensing , 2022.
Ma F, Zhang F* , Xiang D, et al. Fast Task-Specific Region Merging for SAR Image Segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing , 2022.
Cheng J, Xiang D, Yin Q, Zhang F* . A Novel Crop Classification Method Based on the Tensor-GCN for Time-Series PolSAR Data [J]. IEEE Transactions on Geoscience and Remote Sensing , 2022.
Ni J, Zhang F* , Yin Q, et al. Random neighbor pixel-block-based deep recurrent learning for polarimetric SAR image classification[J]. IEEE Transactions on Geoscience and Remote Sensing , 2021, 59(9):7557-7569.
Ma F, Zhang F* , Zhang W, et al. Fast SAR Image Segmentation With Deep Task-Specific Superpixel Sampling and Soft Graph Convolution[J]. IEEE Transactions on Geoscience and Remote Sensing , 2020.
Xiang D, Zhang F , Zhang W, et al. Fast pixel-superpixel region merging for SAR image segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing , 2020.
Zhang F , Wang Y, Ni J, et al. SAR target small sample recognition based on CNN cascaded features and AdaBoost rotation forest[J]. IEEE Geoscience and Remote Sensing Letters , 2019, 17(6): 1008-1012.
Zhang F , Yao X, Tang H, et al. Multiple mode SAR raw data simulation and parallel acceleration for Gaofen-3 mission[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2018, 11(6): 2115-2126.