2023年的研究成果

1.  Ganggang Dong, Hongwei Liu, "Toward Small-Sample Target Recognition via Radar Re-Imaging," IEEE Transactions on Geoscience and Remote Sensing 2023 （目标再成像数据扩充方案）

2.  Ganggang Dong, Hongwei Liu, “A New Image Simulation Technique for Deep-Learning Based Radar Target Recognition”,  IEEE Transactions on Instrumentation and Measurement, Vol. 72, 2023 （目标散射中心重构数据扩充方案）

3.  Ganggang Dong, Hongwei Liu, "Signal Augmentations Oriented to Modulation Recognition in the Realistic Scenarios," IEEE Transactions on Communications 2023 (面向辐射源信号识别的扩充技巧)

4. Yafei Song, Ganggang Dong, "Federated Target Recognition for Multi-radar Sensor Data Security," IEEE Transactions on Geoscience and Remote Sensing 2023 (指导硕士生宋娅菲发表关于联邦目标识别的SCI论文）

5. Ziyi Yu, Ganggang Dong, "SAR Image Quality Assessment: From Sample-wise to Class-wise," Remote Sensing 2023 (指导硕士生于紫衣发表SAR图像量化评估的SCI论文）

6. Xiaojing Geng, Ganggang Dong, Ziheng Xia, Hongwei Liu, "SAR Target Recognition Via Random Sampling Combination In Open-World Environments," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 331-343, 2023 (指导硕士生发表关于开放环境下目标识别的SCI论文）

7. Tingxuan Zhong, Ganggang Dong, New "SAR Clutter Simulation and Quality Assessment Techniques", Remote Sensing Letters, 2023 (指导硕士生钟庭轩完成的雷达杂波仿真与质量评估研究)

8. Zixuan Wang, Ganggang Dong, Yinghua Wang, "Radar Jamming Recognition via A New Siamese Network," 2023 IEEE International Geoscience and Remote Sensing Symposium IGARSS. (指导硕士生耽晓静发表关于使用度量学习方法解决雷达干扰信号识别任务的EI论文）

9. Guowei Zhao Ganggang Dong, A New Deep Neural Network for Optical and SAR Iimage Fusion, 2023 IEEE International Geoscience and Remote Sensing Symposium IGARSS. （指导硕士生发表关于光学图像和SAR图像融合的EI会议论文）

2022年的研究成果

1. Ganggang Dong, Hongwei Liu, A New Model-Data Co-Driven Method for Radar Ship Detection,  IEEE Transactions on Instrumentation and Measurement, Vol. 71, 2022 （针对训练样本有限条件下的雷达目标检测问题提出的解决方案）

2. Ganggang Dong, Hongwei Liu, A Hierarchical Receptive Network Oriented to Target Recognition in SAR Images, Pattern Recognition, Vol. 126, No. 108558, 2022 （针对训练样本有限条件下的雷达目标识别问题提出的解决方案）

3. Rui Tang, Ganggang Dong, Bridge-over-water Detection via Modulated Deformable Convolution and Attention Mechanisms, EURASIP Journal on Advances in Signal Processing, 2022 （指导硕士生发表关于线状目标检测的SCI论文）

2021年的研究成果

1. Ganggang Dong, Hongwei Liu, Radar Target Recognition via Keypoint-Based Local Descriptor in the Context of Euclidean Space and Riemannian Manifold,  IEEE Transactions on Instrumentation and Measurement, Vol. 70, 2021

2. Ganggang Dong, Hongwei Liu, Jocelyn Chanussot, Keypoint-Based Local Descriptors for Target Recognition in SAR Images: A Comparative Analysis, IEEE Geoscience and Remote Sensing Magazine, Vol. 9, No. 1, pp. 139-166, 2021

3. Ganggang Dong, Hongwei Liu, Global Receptive based Neural Network for Target Recognition in SAR Images, IEEE Transactions on Cybernetics , 54(4): 1954-1967, 2021

2020年之前的成果

1. Ganggang Dong, Hongwei Liu, Gangyao Kuang, Jocelyn Chanussot, Target Recognition in SAR Images via Sparse Representation in the Frequency Domain , Pattern Recognition , 2019, 96, 106972

2. Ganggang Dong, Guisheng Liao, Hongwei Liu, Gangyao Kuang, A Review of AutoEncoder and Its Variants: A Comparative Perspective from Target Recognition in SAR Images. IEEE Geoscience and Remote Sensing Magazine, 2018, 6(3):44-68, September. （Popular Document of IEEE GRSM, Rank 19）

3. Ganggang Dong*, Gangyao Kuang, Na Wang, Wei Wang. Classification via Sparse Representation of Steerable Wavelet Frames on Grassmann Manifold: Application to Target Recognition in SAR Image. IEEE Transactions on Image Processing, 2017, 26(6): 2892-2904, June. （被引50次）

4. Ganggang Dong*, Gangyao Kuang. Classification on the Monogenic Scale-Space: Application to Target Recognition in SAR Image. IEEE Transaction on Image Processing, 2015, 24(8): 2527-2539, August. （被引81次）

5. Ganggang Dong*, Gangyao Kuang. SAR Target Recognition Via Sparse Representation of Monogenic Signal on Grassmann Manifolds. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(3): 1308-1319, March.

6. Ganggang Dong*, Na Wang, Gangyao Kuang, Hongbing Qiu. Sparsity and Low-Rank Dictionary Learning for Sparse Representation of Monogenic Signal. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(1):141-153, January.

7. Ganggang Dong*, Gangyao Kuang, Linjun Zhao, Jun Lu. SAR Target Recognition via Joint Sparse Representation of Monogenic Signal. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 3316-3328, July. （被引108次）

8. Ganggang Dong*, Gangyao Kuang. Sparse Representation of Monogenic Signal: with Application to Target Recognition in SAR Images, IEEE Signal Processing Letters, 2014, 21(8): 952-956, August. （被引99次）

9. Ganggang Dong*, Gangyao Kuang. Target Recognition in SAR Images via Classification on Riemannian Manifolds. IEEE Geoscience and Remote Sensing Letters, 2015, 12(1):199-203, January.  

10. Ganggang Dong*, Gangyao Kuang. Target Recognition via Information Aggregation Through Dempster-Shafer’s Evidence Theory. IEEE Geoscience and Remote Sensing Letters, 2015, 12(6):1247-1251, June. （被引49次）

11. Ganggang Dong*, Gangyao Kuang. A Soft Decision Rule for Sparse Signal Modeling via Dempster-Shafer Evidential Reasoning. IEEE Geoscience and Remote Sensing Letters, 2016, 13(10): 1567-1571, October.

12. Ganggang Dong*, Na Wang, Gangyao Kuang, Yinfa Zhang. Kernel Linear Representation: Application to Target Recognition in Synthetic Aperture Radar Images. SPIE Journal of Applied Remote Sensing, 2014, 8:083613-1-14.

2022年的工作

1.  Yafei Song and Ganggang Dong, "A New Method for Joint Recognition and Location of Radar Jamming," 2022 IEEE International Geoscience and Remote Sensing Symposium IGARSS （指导硕士生关于雷达干扰检测与识别一体化研究的工作）

2. Ziyi Yu and Ganggang Dong, "A New Quantitative Evaluation Strategy for Deep Generated SAR Images," 2022 IEEE International Geoscience and Remote Sensing Symposium IGARSS （指导硕士生关于雷达生成样本的质量评估问题的工作）

3. Xiaojing Geng, Ziheng Xia, Ganggang Dong and Hongwei Liu, "A New Evaluation Strategy for Open World Target Recognition," 2022 IEEE International Geoscience and Remote Sensing Symposium IGARSS （指导硕士生关于开放条件下目标识别评估原则的工作）

2021年的工作

1. Yafei Song and Ganggang Dong, "A New Deep Hierarchy for Underwater Image Reconstruction," 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 4123-4126, doi: 10.1109/IGARSS47720.2021.9554172. （指导本科生所做的关于水下图像复原问题的工作）

2. Yao Wang, Ganggang Dong and Hongwei Liu, "Small Ship Detection via Deformable Convolutional Network," 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 3537-3540, doi: 10.1109/IGARSS47720.2021.9553367. （关于小舰船目标检测提出的可变形卷积解决方案）