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学术论文
  1.  Ren Bo, Ma Shibin, Hou Biao, Hong Danfeng, Chanussot Jocelyn, Wang Jianlong, Jiao Licheng. A Dual-stream High-Resolution Network: Deep Fusion of GF-2 and GF-3 Data for Land Cover Classification. International Journal of Applied Earth Observation and Geoinformation, 2022, accepted.
  2.  Ren Bo, Mengqian Chen, Hou Biao, Hong Danfeng, Ma Shibin, Chanussot Jocelyn, Licheng Jiao. PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation. Remote Sensing, 2022, DOI: 10.3390/rs14133117.
  3. Guo Xianpeng, Hou Biao, Wu Zitong, Ren Bo, Wang Shuang, Jiao Licheng. Prob-POS: A Framework for Improving Visual Explanations from Convolutional Neural Networks for Remote Sensing Image Classification. Remote Sensing, 2022, DOI 10.3390/rs14133042.
  4. Yang Chen, Hou Biao, Guo Xianpeng, Ren Bo, Chanussot Jocelyn, Wang Shuang, Jiao Licheng. Reconstruction Error-based Decomposition Feature Selection for PolSAR Image. IEEE Transactions on Geoscience and Remote Sensing, 2022, DOI: 10.1109/TGRS.2021.3125323.
  5. Wang Jianlong, Hou Biao, Ren Bo, Zhang Yake, Yang Meijuan, Wang Shuang, Jiao Licheng. Parameter selection of Touzi decomposition and a distribution improved autoencoder for PolSAR image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 186: 246-266.
  6. Hou Biao, Wu Zitong, Ren Bo, Li Zhonghua, Guo Xianpeng, Wang Shuang, Jiao Licheng. A Neural Network Based on Consistency Learning and Adversarial Learning for Semi-supervised Synthetic Aperture Radar Ship Detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-16.
  7. Yang Chen, Hou Biao, Chanussot, Jocelyn, Hu Yue, Ren Bo, Wang Shuang, Jiao Licheng. N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification. IEEE Transactions on Geoscience and Remote Sensing,2021, DOI: 10.1109/TGRS.2021.3099840.
  8. Wu Zitong, Hou Biao, Ren Bo, Wang Shuang, Jiao Lichegn. A Deep Detection Network Based on Interaction of Instance Segmentation and Object Detection for SAR Images[J]. Remote Sensing, 2021, 13(13): 2582.
  9. Guo Xianpeng, Hou Biao, Ren Bo, Ren Zhongle, Jiao Licheng. Network Pruning for Remote Sensing Images Classification Based on Interpretable CNNs. IEEE Transactions on Geoscience and Remote Sensing, 2021, DOI: 10.1109/TGRS.2021.3077062.
  10. Cui Yanyu, Hou Biao, Wu Qian, Ren Bo, Wang Shuang, Jiao Licheng. Remote Sensing Object Tracking with Deep Reinforcement Learning under Occlusion. IEEE Transactions on Geoscience and Remote Sensing, 2021. DOI: 10.1109/TGRS.2021.3096809.
  11. Ren Bo; Yangyang Zhao; Biao Hou; Jocelyn Chanussot; Licheng Jiao; Self-Supervised Learning Model for PolSAR Land Cover Classification, IEEE Transactions on Geoscience and Remote Sensing. 2021, DOI:. 10.1109/TGRS.2020.3048967.
  12. Ren Bo; Hou Biao; Chanussot Jocelyn; Jiao Licheng. PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification, IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(4): 2337-2351.
  13. Ren Bo; Hou Biao; Chanussot Jocelyn; Jiao Licheng. Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification, IEEE Geoscience and Remote Sensing Letters,: 2020.12(17): 2095-2099.
  14. Ren Bo, Hou Biao, Zhao Jin, and Jiao Licheng. Unsupervised classification of Polarimetirc SAR image via improved manifold regularized low-rank representation with multiple features[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 10(2): 580-595.
  15. Ren Bo, Hou Biao, Wen Zaidao, Xie Wen, and Jiao Licheng. PolSAR image classification via multimodal sparse representation-based feature fusion[J]. International Journal of Remote Sensing, 2018, 39(22): 7861-7880.
  16. Ren Bo, Hou Biao, Zhao Jin, and Jiao Licheng. Sparse Subspace Clustering-Based Feature Extraction for PolSAR Imagery Classification[J]. Remote Sensing, 2018, 10(3): 391.
  17. Hou Biao, Ren Bo, Ju Guilin, Li Huiyan, and Jiao Licheng. SAR image classification via hierarchical sparse representation and multisize patch features[J]. IEEE Geoscience and Remote Sensing Letters, 2015, 13(1): 33-37.
  18. Hou Biao, Yang Chen, Ren Bo, and Jiao Licheng. Decomposition-Feature-Iterative-Clustering-Based Superpixel Segmentation for PolSAR Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2018, 15(8): 1239-1243.
  19. Yang Cheng, Hou Biao, Ren Bo, and Licheng Jiao. CNN-Based Polarimetric Decomposition Feature Selection for PolSAR Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019.
  20. Xie Wen, Xie Ziwei, Zhao Feng, and Ren Bo. POLSAR Image Classification via Clustering-WAE Classification Model[J]. IEEE Access, 2018, 6: 40041-40049.
  21. Chen Yanqiao, Licheng Jiao, Li Yangyang, Zhang Dan, and Ren Bo. Semi-coupled projective dictionary piar learning for PolSAR Image Classificaiton [J]. IEEE Transactions on Geoscience and Remote Sensing.
  22. Qian Wu, Biao Hou, Zaidao Wen, Zhongle Ren, Bo Ren, Licheng Jiao. Structure Label Matrix Completion for PolSAR Image Classification. Remote Sensing, 202012(3) : 459.
  23. Hou Bo, Jiang Yuheng, Ren Bo, Wen Zaidao, and Jiaolicheng. Unsupervised PolSAR image classification using boundary-preserving region division and region-based affinity propagation clustering[C]//2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE, 2016: 5103-5106.
  24. Ren Bo, Ma Shibin, Hou Biao, Hong Danfegn. Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation[C]//2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, 2021: 3440-3443.
  25. Ren Bo, Hou Biao, Chanussot Jocelyn, Jiao Changzhe, and Zhang, Xiangrong. Polsar Land Cover Classification via Tensorial Embedding Methods[C]//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019: 1224-1227.
  26. Hou Biao, Liu, Yangfei, Rong, Tuotuo, Ren Bo, Xiang Zijuan, Zhang Xiangrong, Wang Shuang. Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy[C]//IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 1472-1475.
  27. Chen Mengqian, Ren Bo, Hou Biao, Chanussot Jocelyn, Wang Shuang, Zhang  Xiangrong, and Xie Wen. PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation[C]//IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 1731-1734.