SAR可解释性

郭炜炜, 张增辉, 郁文贤, 等. SAR图像目标识别的可解释性问题探讨[J]. 雷达学报, 2020, 9(3): 462–476. doi: 10.12000/JR20059

SAR 3-D Imaging

C. Wu, Z. Zhang, L. Chen and W. Yu, "Super-Resolution for MIMO Array SAR 3-D Imaging Based on Compressive Sensing and Deep Neural Network," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 3109-3124, 2020, doi: 10.1109/JSTARS.2020.3000760.

OpenSARUrban

J. Zhao, Z. Zhang, W. Yao, M. Datcu, H. Xiong and W. Yu, "OpenSARUrban: A Sentinel-1 SAR Image Dataset for Urban Interpretation," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 187-203, 2020, doi: 10.1109/JSTARS.2019.2954850.

Spatio-Temporal Point Process

T. Wang et al., "Spatio-Temporal Point Process for Multiple Object Tracking," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2020.2997006.

GIS-Supervised Building Extraction

Z. Zhang, W. Guo, M. Li and W. Yu, "GIS-Supervised Building Extraction With Label Noise-Adaptive Fully Convolutional Neural Network," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2019.2963065.

集装箱船检测

祝胜男, 郭炜炜, 柳彬, 张增辉, 郁文贤. 利用超像素级上下文特征进行靠岸集装箱船检测. 武汉大学学报·信息科学版, 2019, 44(4): 578-585.

Contrastive-Regulated CNN

J. Zhao, M. Datcu, Z. Zhang, H. Xiong and W. Yu, "Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 12, pp. 10116-10135, Dec. 2019, doi: 10.1109/TGRS.2019.2931620.

ship detection

Zhao, J., Guo, W., Zhang, Z. et al. A coupled convolutional neural network for small and densely clustered ship detection in SAR images. Sci. China Inf. Sci. 62, 42301 (2019).

Toward Arbitrary-Oriented Ship Detection

Zhang, Z. W. Guo, S. Zhu and W. Yu, "Toward Arbitrary-Oriented Ship Detection With Rotated Region Proposal and Discrimination Networks," in IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 11, pp. 1745-1749, Nov. 2018, doi: 10.1109/LGRS.2018.2856921

Ship Size Extraction

B. Li, B. Liu, W. Guo, Z. Zhang and W. Yu, "Ship Size Extraction for Sentinel-1 Images Based on Dual-Polarization Fusion and Nonlinear Regression: Push Error Under One Pixel," in IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 8, pp. 4887-4905, Aug. 2018, doi: 10.1109/TGRS.2018.2841882.

Ship Detection

J. Zhao, Z. Zhang, W. Yu and T. Truong, "A Cascade Coupled Convolutional Neural Network Guided Visual Attention Method for Ship Detection From SAR Images," in IEEE Access, vol. 6, pp. 50693-50708, 2018, doi: 10.1109/ACCESS.2018.2869289.

Superpixel generation

Hao Hu, Bin Liu, Zenghui Zhang, Weiwei Guo, Wenxian Yu, “Superpixel generation for synthetic aperture radar imagery using edge-dominated local clustering,” J. Appl. Remote Sens. 12(4), 045006 (2018), doi: 10.1117/1.JRS.12.045006

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