王海鹏（Haipeng Wang）
王海鹏 教授、博士生导师 hpwang@fudan.edu.cn 研究兴趣 遥感图像智能处理、机器学习与目标识别 教育背景 9/1/1997至7/1/2001 哈尔滨工业大学 本科学生 9/1/2001至7/1/2003 哈尔滨工业大学 硕士研究生 10/1/2003至9/1/2006 日本高知工科大学 博士研究生 研究经历 10/1/2006至今 复旦大学 承担课题 主持自然科学基金面上基金、装发预研基金、JKW创新特区项目、JKW-JCJQ项目课题、GFKG重大项目课题等多项国家级项目。 教学经历 本科生：机器学习、电子系统导论 研究生：微波遥感、卫星遥感进展 学术兼职 2007–现在： 中国电子学会高级会员 2011–现在：IEEE国际地球科学与遥感大会（IGARSS）TPC成员 2016.6–现在：IEEE 高级会员 2017.7–现在：《电波科学学报》编委 2019.8–现在：中国电子学会 电波传输分会 委员 2020–现在：Frontiers in Remote Sensing 副编辑 2021.8–现在：IEEE Geoscience and Remote Sensing Letters副编辑 获奖情况 2015.4：上海市模范集体 2019.12：天智杯人工智能挑战赛冠军 2020.9：“互联网+”大学生创新创业大赛上海赛区优秀指导教师 2020.12：天智杯人工智能挑战赛冠军 2021.5：教育部课程思政教学名师和教学团队 2023.4：2022年度上海市自然科学一等奖“雷达散射成像目标智能识别信息感知理论与方法” 2023.11:2023年东方英才计划拔尖项目“信息探测与智能感知” 发表论文---近五年 （本人名称加粗，通讯作者加*号） Liu Q, Ye Z, Zhu C, Ouyang D, Gu D, Wang H*. Intelligent Target Detection in Synthetic Aperture Radar Images Based on Multi-Level Fusion. Remote Sensing. 2025; 17(1):112. https://doi.org/10.3390/rs17010112 X. Xiao, Z. Li, X. Mi, D. Gu and H. Wang*, "OSAD: Open-Set Aircraft Detection in SAR Images," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2024.3522247. T. Xu, P. Xiao and H. Wang*, "MobileShuffle: An Efficient CNN Architecture for Spaceborne SAR Scene Classification," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2024.3452075. P. Xiao, C. Zhang, Q. Guo, X. Xiao and H. Wang*, "Neural Networks Integer Computation: Quantizing Convolutional Neural Networks of Inference and Training for Object Detection in Embedded Systems," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2024.3452321. C. Zhang, P. Liu, H. Wang and Y. Jin, "NPA2Net: A Nested Path Aggregation Attention Network for Oriented SAR Ship Detection," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2024.3392433. W. Zhou, S.-i. Kamata, H. Wang, P. Lu and M. Zhang, "Segmented Recurrent Transformer with Cubed 3D-Multiscanning Strategy for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3384403. Z. Wu and H. Wang*, "A SAR Image Registration Algorithm Based on Edge Intersection Extraction and Retrained HardNet," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2024.3379304. H. Jia, X. Pu, Q. Liu, H. Wang and F. Xu, "A Fast Progressive Ship Detection Method for Very Large Full-Scene SAR Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 5206615, doi: 10.1109/TGRS.2024.3369637. H. Lin, H. Wang, F. Xu and Y. -Q. Jin, "Target Recognition for SAR Images Enhanced by Polarimetric Information," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024, Art no. 5204516, doi: 10.1109/TGRS.2024.3361931. K. Wu, F. Cai and H. Wang*, "CTMANet: A CNN-Transformer Hybrid Semantic Segmentation Network for Fine-Grained Airport Extraction in Complex SAR Scenes," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2024.3361927. Y. Qian, X. Pu, H. Jia, H. Wang* and F. Xu, "ARNet: Prior Knowledge Reasoning Network for Aircraft Detection in Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3359764. J. Chen, X. Zhang, H. Wang* and F. Xu, "A Reinforcement Learning Framework for Scattering Feature Extraction and SAR Image Interpretation," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024, Art no. 5107114, doi: 10.1109/TGRS.2024.3415614. W. Li, H. Wang* and P. Ma, "Spatial Correlation-Constrained Low-Rank Modeling for SAR Image Change Detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 5201415, doi: 10.1109/TGRS.2023.3344062. X. Xiao, H. Jia，Q. Wang, P. Xiao, C. Fan, Z. Li, and H. Wang*, "Aircraft Detection and Classification Based on Joint Probability Detector Integrated with Scattering Attention" IEEE Transactions on Aerospace and Electronic Systems, vol. 60, no. 2, pp. 1722-1739, April 2024, doi: 10.1109/TAES.2023.3342798. X. Pu, H. Jia, Y. Xin, F. Wang, and H. Wang*, "Ship Detection in Low-Quality SAR Images via an Unsupervised Domain Adaption Method" Remote Sensing 15, no. 13: 3326, 2023. https://doi.org/10.3390/rs15133326 W. Zhou, S. -I. Kamata, H. Wang and X. Xue, "Multiscanning-Based RNN–Transformer for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-19, 2023, Art no. 5512319, doi: 10.1109/TGRS.2023.3277014.. P. Xiao, T. Xu, X. Xiao, W. Li, H. Wang*, "Distillation Sparsity Training Algorithm for Accelerating Convolutional Neural Networks in Embedded Systems," Remote Sensing. 2023; 15(10):2609. https://doi.org/10.3390/rs15102609 W. Li, P. Ma, H. Wang*, and C. Fang, “SAR-TSCC: A Novel Approach for Long Time Series SAR Image Change Detection and Pattern Analysis," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-16, 2023, Art no. 5203016, doi: 10.1109/TGRS.2023.3243900. X. Xiao, H. Jia, P. Xiao, and H. Wang*, "Aircraft Detection in SAR Images Based on Peak Feature Fusion and Adaptive Deformable Network," Remote Sensing.2022, 14(23), 6077. https://doi.org/10.3390/rs14236077 J. Cui, H. Jia, H. Wang* and F. Xu, "A Fast Threshold Neural Network for Ship Detection in Large Scene SAR Images," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp.6016-6032, 2022, doi: 10.1109/JSTARS.2022.3192455. C. Zhang, P. Liu*, H. Wang* and Y.-Q. Jin, "A Review of Recent Advance of Ship Detection in Single-Channel SAR Images," in Waves in Random and Complex Media, 33:5-6, 1442-1473, 2023, DOI: 10.1080/17455030.2022.2078016. W. Li, X. Xiao, P. Xiao, H. Wang* and F. Xu, "Change Detection in Multi-Temporal SAR Images Based on Slow Feature Analysis Combined with Improving Image Fusion Strategy," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp.3008-3023, 2022. Y. Fan, F. Wang, and H. Wang, "A Transformer-based Coarse to Fine Wide Swath SAR Image Registration Method under Weak Texture Condition," Remote Sensing. 2022; 14(5):1175. https://doi.org/10.3390/rs14051175 Q. Guo, Y. Qian, H. Wang, W.-M. Yu, F. Xu, T.Cui and Y.-Q. Jin, "Recognition Rate Versus Substitution Rate Curve: An Objective Utility Assessment Criterion of Simulated Training Data," IEEE Transactions on Geoscience and Remote Sensing, , vol. 60, pp. 1-15, 2022, Art no. 5224415, doi: 10.1109/TGRS.2022.3154932. W. Zhou, S. -i. Kamata, Z. Luo and H. Wang, "Multiscanning Strategy-Based Recurrent Neural Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-18, 2022, Art no. 5521018, doi: 10.1109/TGRS.2021.3138742. L. Yu, Z. Zeng, A. Liu, X. Xie, H. Wang, F. Xu, and W. Hong, "A Lightweight Complex-Valued DeepLabv3+ for Semantic Segmentation of PolSAR Image," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 930-943, 2022, doi: 10.1109/JSTARS.2021.3140101. H. Jia, Q. Guo, J. Chen, F. Wang, H. Wang and F. Xu, "Adaptive Component Discrimination Network for Airplane Detection in Remote Sensing Images," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 7699-7713, 2021, doi: 10.1109/JSTARS.2021.3098296. Q. Guo, H. Wang* and F. Xu*, "Scattering Enhanced Attention Pyramid Network for Aircraft Detection in SAR Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 9, pp. 7570-7587, Sept. 2021, doi: 10.1109/TGRS.2020.3027762. Xiyue Hou, Wei Ao, Qian Song, Haipeng Wang & Feng Xu, “FUSAR-Ship: building a high-resolution SAR-AIS matchup dataset of Gaofen-3 for ship detection and recognition,” Science China Inf. Sci. 63, 140303 (2020). 出版书籍 徐丰，王海鹏，金亚秋，合成孔径雷达图像智能解译，科学出版社，2020.9. ISBN 978-7-03-065991-0，TN958，703千字. #以上信息由本人提供，更新时间：2025/02/20 |
