王海鹏 - 师资队伍 - 复旦大学信息科学与工程学院

师资队伍

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师资队伍

王海鹏

通信科学与工程系

职称：教授、博导

职务：通信科学与工程系副主任、教育部重点实验室副主任

电子邮件：hpwang@fudan.edu.cn

办公地点：江湾校区交叉学科二号楼B6025

电话：

课题组主页：https://emwlab.fudan.edu.cn/

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

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

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.

主要期刊论文：

[1]. 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.

[2]. 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.

[3]. 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.

[4]. 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.

[5]. 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.

[6]. 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.

[7]. 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

[8]. 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..

[9]. 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

[10]. 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.

[11]. 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

[12]. 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.

[13]. 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.

[14]. 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.

[15]. 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

[16]. 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.

[17]. 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.

[18]. 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.

[19]. 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.

[20]. 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.

[21]. 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).

[22]. 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.

[23]. 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.

[24]. 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.

[25]. 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.

[26]. 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.

[27]. 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.

[28]. 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.

[29]. 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.

[30]. 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.

[31]. 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

[32]. 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.

[33]. 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

[34]. 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.

[35]. 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.

[36]. 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

[37]. 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

[38]. 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.

[39]. 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.