王海鹏
所属院系：空间遥感
职称：教授
职务：通信科学与工程系副主任
电子邮箱：hpwang@fudan.edu.cn
办公地点：江湾校区交叉学科二号楼B6025
联系电话：
课题组主页：
研究兴趣

  • 智能图像处理 

    机器学习与目标识别

  • 雷达系统设计与算法开发

  • 遥感图像处理与信息获取


学术任职

  • 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

  • 中国电子学会电波传播分会委员

  • 《电波科学学报》编委


获奖情况

  • 2009、2017年获得复旦大学信息科学与工程学院院长奖

  • 2019、2020“天智杯”人工智能挑战赛冠军


学习工作经历

  • 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


授课情况


  • 本科课程：    《机器学习》、《计算机仿真与模拟》、《电子系统导论》

  • 研究生课程：《微波遥感》、《卫星遥感进展》


代表性论文或专著

[1].Q. Guo, H. Wang* and F. Xu, Scattering Enhanced Attention Pyramid Network for Aircraft Detection in SAR Images, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3027762.

[2].X. Hou, W. Ao, Q. Song, H. Wang & F. 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).

[3].X.Wang and H. Wang*, “Forest Height Mapping Using Complex-Valued Convolutional Neural Network,” IEEE Access, vol. 7, pp. 126334-126343, 2019.

[4].S. Li, Z. Zhu, H. Wang*, F. Xu, “3D Virtual Urban Scene Reconstruction From a Single Optical Remote Sensing Image,” IEEE Access, vol. 7, pp. 68305 - 68315, 2019.

[5].H. Wang*, S. Li, Y. Zhou, S. Chen, “SAR Automatic Target Recognition Using a Roto-Translational Invariant Wavelet-Scattering Convolution Network,” Remote Sensing 2018, 10(4), 501; doi: 10.3390/rs10040501.

[6].W. Ao, F. Xu, Y. Li and H. Wang, “Detection and Discrimination of Ship Targets in Complex Background From Spaceborne ALOS-2 SAR Images,” IEEEJournal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, no. 2, pp. 536-550, 2018.

[7].Z. Zhang, H. Wang*, F. Xu, and Y.-Q. Jin, Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification, IEEE Transactions on Geoscience and Remote Sensing, vol.55, no. 12, pp.7177-7188, 2017. (ESI高被引论文)

[8].Y. Zhou, H. Wang*, F. Xu, and Y.-Q. Jin, “Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks,” IEEE Geoscience and Remote Sensing letters, vol.13 no.12, pp.1935-1939, 2016. (ESI高被引论文)

[9].Y. Li, H. Wang, H. Zhang, and F. Xu, “Anisotropic Analysis of Polarimetric Scattering and Case Studies with UAVSAR Images,” International Journal of Remote Sensing, vol. 37, no. 21, pp. 5176-5195, 2016.

[10]. S. Chen, H. Wang*, F. Xu and Y.-Q. Jin, “Target Classification Using the Deep Convolutional Networks for SAR Images,” IEEE Transactions on Geoscience and Remote Sensing, vol.54, no. 8, pp.4806-4817, 2016. (ESI热点论文、高被引论文)

[11]. H. Wang, S. Chen and F. Xu, “Saliency Detector for Polarimetric SAR Images based on Pattern Recurrence,” IEEEJournal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 7, pp. 2891-2900, 2016.

[12]. F. Xu, H. Wang, Y.-Q. Jin, X. Liu, R. Wang and Y. Deng, “Impact of cross-polarization isolation on polarimetric target decomposition and target detection,” Radio Science, vol. 50, no. 4, pp. 327-338, 2015.

[13]. S. Chen, H. Wang*, F. Xu and Y.-Q. Jin, “Automatic Recognition of Isolated Buildings on Single-Aspect SAR Image Using Range Detector,” IEEE Geoscience and Remote Sensing letters, vol. 12, no. 2, pp. 219-223, 2015.

[14]. H.Wang, T.L.Wang, F. Xu and K. Ouchi, “Assessment of Building Damage In 2008 Wenchuan Earthquake from Multi-temporal SAR Images Using Getis Statistic,” IEICE Transactions on Communications. vol.E94-B, no.11, pp.2983-2986,2011. ISSN: 0916-8516

[15]. H.Wang and K.Ouchi, “A Simple Moment Method of Forest Biomass Estimation from Non-Gaussian Texture Information by High-Resolution Polarimetric SAR,” IEEE Geoscience and Remote Sensing letters. vol.7 no.4, pp.811-815, 2010.

[16]. H.Wang, F.Xu, Y-Q Jin and K.Ouchi, “Estimation of Bridge Height over Water from  Polarimetric SAR Image Data Using Mapping and  Projection Algorithm and De-Orientation Theory”, IEICE Transactions on Communications. vol.E92-B, no.12, pp.3875-3882,2009. ISSN: 0916-8516

[17]. S-I Hwang, H. Wang, and K.Ouchi, “Comparison and Evaluation of Ship Detection and Identification Algorithms using Small Boats and ALOS-PALSAR”, IEICE Transactions on Communications. vol. E92-B, no.12, pp.3883-3892, 2009.

[18]. H.Wang, F.Xu,  and Y-Q Jin, “Estimation of the Bridge Height over Water Using Polarimetric SAR Data,” Journal of Remote Sensing , 2009，13(3):391-396.

[19]. H.Wang and K.Ouchi, “Accuracy of the K-distribution regression model for forest biomass estimation by high-resolution polarimetric SAR: Comparison of model estimation and field data,” IEEE Transactions on Geoscience and Remote Sensing, vol.46, no.4, pp. 1058-1064, 2008. ISSN: 0196-2892

[20]. H.Wang, K.Ouchi, M.Watanabe, M.Shimada, T.Tadono, A.Rosenqvist, S.A.Romshoo, M.Matsuoka, T.Moriyama, and S.Uratsuka, “In Search of the Statistical Properties of High-Resolution Polarimetric SAR Data for the Measurements of Forest Biomass beyond the RCS Saturation Limits,” IEEE Geosci. Remote Sens. lett., vo.3 no.4, pp.495-499, 2006. ISSN: 1545-598X

[21]. K.Ouchi, H.Wang, N.Ishitsuka, G.Saito and K.Mohri, “On the Bragg Scattering Observed in L-band Synthetic Aperture Radar Images of Flooded Rice Fields”, IEICE Trans. Commun., vol.E89-B, no.8, pp.2218-2225, 2006.

[22]. K.Ouchi and H.Wang, “Interlook cross-correlation function of speckle in SAR images of sea surface processed with partially overlapped subapertures,” IEEE Trans, Geosci. Remote Sens., vol.43, no.4, pp.695-701, 2005.