Haipeng Wang received the B.S. and M.S. degrees in mechanical and electronic engineering from the Harbin Institute of Technology, Harbin, China, in 2001 and 2003, respectively, and the Ph.D. degree in environmental systems engineering from the Kochi University of Technology, Kochi, Japan, in 2006.

He was a Visiting Researcher with the Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan, in 2008.  He is currently a Professor with the Key Laboratory of Electromagnetic Wave Information Science (MoE), Department of Communication Science and Engineering, School of Information Science and Engineering, Fudan University, Shanghai, China. His research interests include signal processing, SAR image processing and analysis, speckle statistics, and applications to forestry and oceanography, machine learning and its applications to SAR images.

Dr. Wang was the recipient of the Dean Prize of School of Information Science and Engineering, Fudan University in 2009 and 2017, respectively. He is a member of technical program committee of IEEE Geoscience and Remote Sensing Symposium (IGARSS) since 2011. He also serves as an Associate Editor for IEEE GEOSCIENCE AND REMOTE SENSING LETTERS.

Radar Signal Processing

Image Processing

o   Associate Editor of IEEE Geoscience and Remote Sensing Letters 2021~now

o   Associate Editor of Frontiers in Remote Sensing since 2020~now

o   Technical Program Committee of IGARSS since 2011~now

o   Editorial Board Committee of “The Chinese Journal of Radio Science” since 2017.9~now

o   Senior Member of IEEE, GRSS

o   Senior Member of Chinese Institute of Electronics

o   Since Dec 2019 – Professor, Fudan University, Shanghai China

o   Dec 2012 – Nov 2019 Associate Professor, Fudan University, Shanghai China

o   Jan 2008 – Aug 2008 Research Fellow, Waseda University, Japan

o   Oct 2006 – Nov 2012 Lecturer, Fudan University, Shanghai, China

o   Sep 2003 – Jan 2006    Graduate Research Assistant / Teaching Assistant, Kochi University of Technology, Kochi, Japan

o   Sep 1997 – July 2003 Harbin Institute of Technology, Bachelor and Master.

Machine Learning

Remote Sensing

[1].   Y. Fan, F. Wang, and H. Wang, "A Transformer-based Coarse to Fine Wide Swath SAR Image RegistrationMethod under Weak Texture Condition," Remote Sensing. 2022; 14(5):1175. https://doi.org/10.3390/rs14051175

[2].   Q. Guo, Y. Qian, H. Wang, W.-M. Yu, F. Xu, T.Cui and Y.-Q. Jin, "Recognition rate vs. Substitution rate Curve: An Objective Utility Assessment Criterion of Simulated Training Data," IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2022.3154932. (early access).

[3].   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.

[4].   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.

[5].   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.

[6].   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.

[7].   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).

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

[9].   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.

[10]. 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.

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

[12]. 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.

[13]. 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.

[14]. 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.

[15]. 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.

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

[17]. 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.

[18]. 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.

[19]. 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

[20]. 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.

[21]. 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

[22]. 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.

[23]. 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.

[24]. 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

[25]. 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

[26]. 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.

[27]. 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.