Publication

Journal Papers

1. Xiangrong Zhang, Shouwang Shang, Xu Tang, Jie Feng, and Licheng Jiao. "Spectral Partitioning Residual Network with Spatial Attention Mechanism for Hyperspectral Image Classification." IEEE Transactions on Geoscience and Remote Sensing, 2021, Accept.

2. Fang Liu, Jingya Wang, Xu Tang, Jia Liu, Xiangrong Zhang, and Liang Xiao. "Adaptive Graph Convolutional Network for PolSAR Image Classification." IEEE Transactions on Geoscience and Remote Sensing, 2021, Accept.

3. Xiangrong Zhang, Xiaoxiao Ma, Ning Huyan, Jing Gu, Xu Tang, and Licheng Jiao. "Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection." IEEE Transactions on Geoscience and Remote Sensing. 2021. Accept.

4. Xiaoxiao Ma, Xiangrong Zhang, Ning Huyan, Jing Gu, Xu Tang, and Licheng Jiao. "Background Representation Learning with Structural Constraint for Hyperspectral Anomaly Detection." IEEE Geoscience and Remote Sensing Letters, 2021, Accept.

5. Tang, Xu*, Fanbo Meng, Xiangrong Zhang, Yiu-Ming Cheung, Jingjing Ma, Fang Liu, and Licheng Jiao. "Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network." IEEE Transactions on Geoscience and Remote Sensing 59, no. 3 (2021): 2430-2447. (Code)

6. Tang, Xu*, Qiushuo Ma, Xiangrong Zhang, Fang Liu, Jingjing Ma, and Licheng Jiao. "Attention Consistent Network for Remote Sensing Scene Classification." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 2030-2045. (Code)

7. Liu, Chao, Jingjing Ma, Xu Tang*, Fang Liu, Xiangrong Zhang, and Licheng Jiao. "Deep hash learning for remote sensing image retrieval." IEEE Transactions on Geoscience and Remote Sensing 59, no. 4 (2021): 3420-3443. (Code)

8. Liu, Xu, Licheng Jiao, Lingling Li, Xu Tang, and Yuwei Guo. "Deep multi-level fusion network for multi-source image pixel-wise classification." Knowledge-Based Systems (2021): 106921.

9. Ma, Jingjing, Linlin Wu, Xu Tang*, Fang Liu, Xiangrong Zhang, and Licheng Jiao. "Building Extraction of Aerial Images by a Global and Multi-Scale Encoder-Decoder Network." Remote Sensing 12, no. 15 (2020): 2350. (Code)

10. Liu, Fang, Xu Tang, Xiangrong Zhang, Licheng Jiao, and Jia Liu. "Large-Scope PolSAR Image Change Detection Based on Looking-Around-and-Into Mode." IEEE Transactions on Geoscience and Remote Sensing 59, no. 1 (2020): 363-378.

11. Zhang, Jingyan, Xiangrong Zhang, Xu Tang, Puhua Chen, and Licheng Jiao. "Sketch-Based Region Adaptive Sparse Unmixing Applied to Hyperspectral Image." IEEE Transactions on Geoscience and Remote Sensing 58, no. 12 (2020): 8840-8856.

12. Ma, Xiaoxiao, Xiangrong Zhang, Xu Tang, Huiyu Zhou, and Licheng Jiao. "Hyperspectral Anomaly Detection Based on Low-Rank Representation With Data-Driven Projection and Dictionary Construction." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13 (2020): 2226-2239.

13. Tang, Xu*, Chao Liu, Jingjing Ma, Xiangrong Zhang, Fang Liu, and Licheng Jiao. "Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing." Remote Sensing 11, no. 17 (2019): 2055.

14. Gu, Jing, Licheng Jiao, Fang Liu, Xiangrong Zhang, Xu Tang, and Puhua Chen. "Multi-feature weighted sparse graph for SAR image analysis." IEEE Transactions on Geoscience and Remote Sensing 58, no. 2 (2019): 881-891.

15. Zhang, Xiangrong, Wenkang Ma, Chen Li, Jie Wu, Xu Tang, and Licheng Jiao. "Fully convolutional network-based ensemble method for road extraction from aerial images." IEEE Geoscience and Remote Sensing Letters 17, no. 10 (2019): 1777-1781.

16. Meng, Zhe, Lingling Li, Xu Tang, Zhixi Feng, Licheng Jiao, and Miaomiao Liang. "Multipath Residual Network for Spectral-Spatial Hyperspectral Image Classification." Remote Sensing 11, no. 16 (2019): 1896.

17. Zhang, Xiangrong, Xiao Han, Chen Li, Xu Tang, Huiyu Zhou, and Licheng Jiao. "Aerial Image Road Extraction Based on an Improved Generative Adversarial Network." Remote Sensing 11, no. 8 (2019): 930.

18. Zhang, Xiangrong, Xin Wang, Xu Tang*, Huiyu Zhou, and Chen Li. "Description Generation for Remote Sensing Images Using Attribute Attention Mechanism." Remote Sensing 11, no. 6 (2019): 612.

19. Tang, Xu*, Xiangrong Zhang, Fang Liu, and Licheng Jiao. "Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval." Remote Sensing 10, no. 8 (2018): 1243.

20. Liu, Fang, Licheng Jiao, Xu Tang, Shuyuan Yang, Wenping Ma, and Biao Hou. "Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images." IEEE Transactions on Neural Networks and Learning Systems 99 (2018): 1-16.

21. Liu, Fang, Licheng Jiao, and Xu Tang. "Task-Oriented GAN for PolSAR Image Classification and Clustering." IEEE Transactions on Neural Networks and Learning Systems 99 (2018): 1-16.

22. Liu, Xu, Licheng Jiao, Jiaqi Zhao, Jin Zhao, Dan Zhang, Fang Liu, Shuyuan Yang, and Xu Tang. "Deep Multiple Instance Learning-Based Spatial–Spectral Classification for PAN and MS Imagery." IEEE Transactions on Geoscience and Remote Sensing 56, no. 1 (2018): 461-473.

23. Liu, Xu, Licheng Jiao, Xu Tang, Qigong Sun, and Dan Zhang. "Polarimetric Convolutional Network for PolSAR Image Classification." IEEE Transactions on Geoscience and Remote Sensing 99 (2018): 1-16.

24. Tang, Xu*, Licheng Jiao, William J. Emery, Fang Liu, and Dan Zhang. "Two-Stage Reranking for Remote Sensing Image Retrieval." IEEE Transactions on Geoscience and Remote Sensing 55, no. 10 (2017): 5798-5817.

25. Tang, Xu*, Licheng Jiao, and William J. Emery. "SAR Image Content Retrieval Based on Fuzzy Similarity and Relevance Feedback." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10, no. 5 (2017): 1824-1842.

26. Tang, Xu*, and Licheng Jiao. "Fusion Similarity-Based Reranking for SAR Image Retrieval." IEEE Geoscience and Remote Sensing Letters 14, no. 2 (2017): 242–246.

27. Jiao, Licheng, Xu Tang*, Biao Hou, and Shuang Wang. "SAR images retrieval based on semantic classification and region-based similarity measure for earth observation." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8, no. 8 (2015): 3876-3891.

Conference Papers

1. Xu Tang*, Weiquan Lin, Chao Liu, Jingjing Ma, Licheng Jiao. "Multi-Scale Meta-Learning-Based Networks for High-Resolution Remote Sensing Scene Classification." In IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium. IEEE. Accept.

2. Xu Tang*, Qionglin Zhou, Fanbo Meng, Xiangrong Zhang, Licheng Jiao. "Hyperspectral Image Classification Based on Spectral Graph and Bidirectional LSTM Network." In IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium. IEEE. Accept.

3. Yuqun Yang, Xu Tang*, Jingjing Ma, Xiangrong Zhang, Licheng Jiao. "Remote Scene Image Scene Classification Based on Adaptive Segmentation and Dynamic Graph Convolution." In IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium. IEEE. Accept.

4. Huayu Zhang, Xu Tang*, Jingjing Ma, Xiangrong Zhang, Licheng Jiao. "High-Resolution Remote Sensing Images Change Detection with Siamese Holistically-Guided FCN." In IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium. IEEE. Accept.

5. Jingjing Ma, Duanpeng Shi, Xu Tang*, Xiangrong Zhang, Licheng Jiao. "Cross-Source Image Retrieval Based on Ensemble Learning and Knowledge Distillation for Remote Sensing Images." In IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium. IEEE. Accept.

6. Tang, Xu*, Huayu Zhang, Jingjing Ma, Xiangrong Zhang, and Licheng Jiao. "Supervised Adaptive-RPN Network for Object Detection in Remote Sensing Images." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 2647-2650. IEEE.

7. Tang, Xu*, Fanbo Meng, Jingjing Ma, Xiangrong Zhang, Fang Liu, Qunnie Peng, and Licheng Jiao. "Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 838-841. IEEE.

8. Liu, Chao, Xu Tang*, Jingjing Ma, Xiangrong Zhang, Fang Liu, Junyong Ma, and Licheng Jiao. "Remote Sensing Images Feature Learning based On Multi-Branch Networks." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 2057-2060. IEEE.

9. Ma, Jingjing, Linlin Wu, Xu Tang*, Xiangrong Zhang, Cheng Zhu, Junyong Ma, and Licheng Jiao. "Hyperspectral Image Classification Via Multi-Scale Encoder-Decoder Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 1283-1286. IEEE.

10. Ma, Jingjing, Qiushuo Ma, Xu Tang*, Xiangrong Zhang, Cheng Zhu, Qunnie Peng, and Licheng Jiao. "Remote Sensing Scene Classification Based on Global and Local Consistent Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 537-540. IEEE.

11. Tang, Xu*, Fanbo Meng, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao. "Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, Accept.

12. Liu, Chao, Xu Tang*, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao. "Remote Sensing Images Feature Learning Based on Multi-Branch Networks". In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, Accept.

13. Ma, Jingjing, Linlin Wu, Xu Tang*, Xiangrong Zhang, Cheng Zhu, Licheng Jiao. "Hyperspectral Image Classification via Multi-Scale Encoder-Decoder Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, Accept.

14. Ma, Jingjing, Qiushuo Ma, Xu Tang*, Xiangrong Zhang, Cheng Zhu, Licheng Jiao. "Remote Sensing Scene Classification Based on Global and Local Consistent Network." In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, Accept.

15. Tang, Xu*, Chao Liu, Xiangrong Zhang, Jingjing Ma, Changzhe Jiao, and Licheng Jiao. "Remote Sensing Image Retrieval Based on Semi-Supervised Deep Hashing Learning." In IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 879-882. IEEE, 2019.

16. Liu, Chao, Jingjing Ma, Xu Tang*, Xiangrong Zhang, and Licheng Jiao. "Adversarial Hash-Code Learning for Remote Sensing Image Retrieval." In IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 4324-4327. IEEE, 2019.

17. Li, Yuxuan, Licheng Jiao, Xu Tang*, Xiangrong Zhang, Wenhua Zhang, and Li Gao. "Weak Moving Object Detection In Optical Remote Sensing Video With Motion-Drive Fusion Network." In IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 5476-5479. IEEE, 2019.

18. Liu, Fang, and Xu Tang. "A Stepwise Method for Change Detection in Large-Scale Polarimetric SAR Images." In IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 5425-5428. IEEE, 2019.

19. Tang, Xu, Handing Wang, and Changzhe Jiao. "Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network Features." In 2019 IEEE Congress on Evolutionary Computation (CEC), pp. 578-585. IEEE, 2019.

20. Tang, Xu*, Xiangrong Zhang, Fang Liu, and Licheng Jiao. "Circular Relevance Feedback for Remote Sensing Image Retrieval." In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 8953-8956. IEEE, 2018.

21. Ma, Xiaoxiao, Xiangrong Zhang, Ning Huyan, Xu Tang, Biao Hou, and Licheng Jiao. "Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection." In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 6380-6383. IEEE, 2018.

22. Hou, Biao, Xu Tang*, Licheng Jiao, and Shuang Wang. "SAR image retrieval based on gaussian mixture model classification." In Synthetic Aperture Radar, 2009. APSAR 2009. 2nd Asian-Pacific Conference on, pp. 796-799. IEEE, 2009.

Patent

1. Licheng Jiao, Xu Tang*, etc. "Object Detection on Optical Remote Sensing Image Based on Convolutional Neural Networks Ensemble." ZL201810113862.3 [P], China.

2. Licheng Jiao, Xu Tang*, etc. "SAR Image Recognition Based on Multi-Scale Fuzzy Similarity and Semi-Supervised Learning." ZL201410674365.2 [P], China.

3. Licheng Jiao, Xu Tang*, etc. "SAR Image Recognition Based on Semi-Supervised Learning and Region Similarity Measure." ZL201410224797.3 [P], China.

4. Licheng Jiao, Xu Tang*, etc. "SAR Image Retrieval Based on Mixture Gaussian Model Classification." ZL200910022498.0 [P], China.