• 智能图像处理 

• 机器学习与目标识别

• 遥感图像处理与信息获取

• 招生专业方向（对应夏令营或招生报名系统）

• 博士：
  
• 0810 信息与通信工程 - 雷达成像与智能信息获取
• 0854 电子信息 - 通信与信息
  
• 硕士：
• 0810 信息与通信工程 - 智能感知
• 0854 人工智能 -智能感知与空天信息

• IEEE Geoscience and Remote Sensing Letters副编辑

• Frontiers in Remote Sensing 副编辑 

• IEEE高级会员

• 中国人工智能学会高级会员

• 中国电子学会高级会员

• 中国电子学会信号处理分会委员

• 中国电子学会空天信息分会委员

• 2024年入选国家高层次人才计划
• 
  
• 2023年入选东方英才计划拔尖项目
• 
  
• 2022年上海自然科学一等奖（第二完成人）
• 
  
• 2009、2017、2021年复旦大学信息科学与工程学院院长奖
• 2019、2020年天智杯人工智能挑战赛冠军
• 
  

• 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

• 1/1/2008至8/31/2008   日本早稻田大学  访问学者

• 
  

• 10/1/2006至今   复旦大学

• 本科课程：    《机器学习》、《电子系统导论》

• 研究生课程：《微波遥感理论》、《卫星遥感进展》

专著：

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.

近五年主要期刊论文：

[1]. X. Zhang, Y. Yang, Z. Ye, Y. Bai, X. Guo, Q. Fang, R. Zhang, X. Zhou, H.Wang*,"FUSAR-GPT: A Spatiotemporal Feature-Embedded and Two-Stage Decoupled Visual Language Model for SAR Imagery", CVPR 2026.

[2]. Z. Ye, S. Ma, J. Yang, X. Yang, Y. Yang, Z. Gong, X. Yang*, H. Wang*,"Object Fidelity Diffusion for Remote Sensing Image Generation", ICLR 2026.

[3]. Y. Zhang, F. Hu*, H. Wang*, L. Zhu and F. Xu, "Synergistic Fusion of Multi-Temporal and Multi-Resolution SAR Data: A Hierarchical Prior Transfer Approach for Aircraft Detection," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2025.3648806.

[4]. M. Yuan, W. Qin and H. Wang*, "SPAttack: A Physically Feasible Adversarial Patch Attack Against SAR Target Detection," in IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5, 2025, Art no. 4014105, doi: 10.1109/LGRS.2025.3615852.

[5]. F. Wang and H. Wang*, "Scattering-Aware Adaptive Dynamic Node Generation for SAR Class-Incremental Learning," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-17, 2025, Art no. 5220817, doi: 10.1109/TGRS.2025.3615628. 

[6]. W. Li, Y. Li, Y. Zhu and H. Wang*, " Unsupervised SAR Image Change Detection via Structure Feature-based Self-Representation Learning," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-18, 2025, Art no. 5218018, doi: 10.1109/TGRS.2025.3598588.

[7]. X. Xiao, Z. Li, R. Zhang, J. Chen and H. Wang*, "Reciprocal Point Learning Network With Large Electromagnetic Kernel for SAR Open-Set Recognition," in IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 5, pp. 12287-12301, Oct. 2025, doi: 10.1109/TAES.2025.3572447.

[8]. Y. Yang, Z. Lei, X. Mo, D. Lu, H. Jia and H. Wang*, "SARDet-CL: Self-Supervised Contrastive Learning With Feature Enhancement and Imaging Mechanism Constraints for SAR Target Detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-15, 2025, Art no. 5211815, doi: 10.1109/TGRS.2025.3568041. 

[9]. Z. Li, X. Zhang, S. Yu and H. Wang*, "EMWaveNet: Physically Explainable Neural Network Based on Electromagnetic Wave Propagation for SAR Target Recognition," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2025.3557705.

[10]. S. Ji and H. Wang*, "A Target Recognition Algorithm Based on Multi-Incidence Angle SAR Images," in IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5, 2025, Art no. 4004805, doi: 10.1109/LGRS.2025.3537995.

[11]. T. Xu, P. Xiao and H. Wang*, "MobileShuffle: An Efficient CNN Architecture for Spaceborne SAR Scene Classification," in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024, Art no. 4015705, doi: 10.1109/LGRS.2024.3452075.

[12]. 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, vol. 17, pp. 15862-15884, 2024, doi: 10.1109/JSTARS.2024.3452321. 

[13]. W. Zhou, S. -I. Kamata, H. Wang, P. Lu and M. Zhang, "Segmented Recurrent Transformer With Cubed 3-D-Multiscanning Strategy for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-22, 2024, Art no. 5513322, doi: 10.1109/TGRS.2024.3384403.

[14]. 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, vol. 21, pp. 1-5, 2024, Art no. 4006705, doi: 10.1109/LGRS.2024.3379304.

[15]. 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.

[16]. 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.

[17]. 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.

[18]. 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.

[19]. 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.

[20]. 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, 2023.

[21]. 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

[22]. 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..

[23]. 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

[24]. 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.

[25]. 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

[26]. 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.

[27]. 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.

[28]. 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.

[29]. 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

[30]. 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.

[31]. 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.

[32]. 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.

[33]. 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.

[34]. 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.