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学术论文

 [最近期刊论文]

  1. Hongying Liu*, Fanhua Shang*, Shuyuan Yang, Maoguo Gong, Tianwen Zhu, Licheng Jiao, Sparse Manifold Regularized Neural Networks for Polarimetric SAR Terrain Classification, IEEE Transactions on Neural Networks and Learning Systems, 2019, (DOI:10.1109/TNNLS.2019.2935027) in press. 2018 IF:11.683
  2. Hongying Liu*, Feixiang Wang, Shuyuan Yang, Biao Hou, Licheng Jiao, Ri Yang, Fast Semi-supervised Classification Using Histogram-based Density Estimation for Large-scale Polarimetric SAR Data, IEEE Geoscience and Remote Sensing Letters, 2019, (DOI:10.1109/LGRS.2019.2910413) In press. 2017 IF:2.893
  3. Hongying Liu*, Zhi Wang, Fanhua Shang*, Shuyuan Yang, Shuiping Gou, Licheng Jiao, Semi-supervised Tensorial Locally Linear Embedding for Feature Extraction using PolSAR Data, IEEE Journal of Selected Topics in Signal Processing, 2018, 12(6), 1476-1490. (WOS:000454221700028) 2017 IF:4.361
  4. Fanhua Shang, Kaiwen Zhou, Hongying Liu*, James Cheng, Ivor Tsang, Lijun Zhang, Dacheng Tao, Jiao Licheng. VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning, IEEE Transactions on Knowledge and Data Engineering, 2018. In press (DOI: 10.1109/TKDE.2018.2878765) 2017 IF:2.775
  5. Hongying Liu*, Shuyuan Yang, Shuiping Gou, Shuai Liu, Licheng Jiao, Terrain Classification based on Spatial Multi-attribute Graph using Polarimetric SAR Data, Applied Soft Computing, 2018,Volume 68, July, 24-38.(WOS:000433155300003) 2017 IF:3.907
  6. Hongying Liu, Shuyuan Yang*, Shuiping Gou, Puhua Chen, Yikai Wang, and Licheng Jiao, Fast Classification for Large Polarimetric SAR Data based on Refined Spatial-anchor Graph, IEEE Geoscience and Remote Sensing Letters, 2017, 14(9), 1589-1593. (WOS: 000408765900034) 2017 IF:2.893
  7. Hongying Liu, Shuyuan Yang*, Shuiping Gou, Dexiang Zhu, Rongfang Wang, and Licheng Jiao, Polarimetric SAR Feature Extraction with Neighborhood Preservation-based Deep Learning, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(4) : 1456-1466. (WOS:000398948400018) 2017 IF:2.777
  8. Hongying Liu*, Dexiang Zhu, Shuyuan Yang, Biao Hou, Shuiping Gou, Tao Xiong and Licheng Jiao, Semi-supervised Feature Extraction with Neighborhood Constraints for Polarimetric SAR Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (7), 3001-3015. (WOS:000384905500015) 2017 IF:2.777
  9. Hongying Liu*, Yikai Wang, Shuyuan Yang, Shuang Wang, Jie Feng, and Licheng Jiao, Large Polarimetric SAR Data Semi-supervised Classification with Spatial-anchor Graph, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (4), 1439-1458. IF:3.026 (DOI: 10.1109/JSTARS.2016.2518675) 
  10. Hongying Liu*, Shuang Wang, Rongfang Wang, Junfei Shi, Erlei Zhang, Shuyuan Yang, and Licheng Jiao, A framework for Classification of Urban Areas Using Polarimetric SAR Images Integrating Color Features and Statistical Model. Journal of Infrared and Millimeter Waves. IF:0.295
  11. Hongying Liu*, Xing Xing, Shigang Wang, Zhixi Feng, Erlei Zhang, Shuyuan Yang, Biao Hou, Licheng Jiao, Fast Semi-supervised Classification Based On Parallel Auction Graph For Polarimetric SAR Data, Proc.36th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016.
  12. Hongying Liu*, Qiang Min, Chen Sun, Jin Zhao, Shuyuan Yang, Biao Hou, Jie Feng, Licheng Jiao, Terrain Classification With Polarimetric SAR Based On Deep Sparse Filtering Network, Proc.36th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016
  13. Hongying Liu*,  Yikai Wang, Shuyuan Yang, Shuang Wang, Biao Hou, and Licheng Jiao,Semi-supervised Classification Based on Anchor Graph for Large Polarimetric SAR Data, Proc.35th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), pp:1845-1848. Milan,Italy,Jul 26,2015.
  14. Hongying Liu*,, Shuang Wang, Biao Hou, Shuyuan Yang, Junfei Shi, Tao Xiong, and Licheng Jiao. Unsupervised Classification of Polarimetric SAR Images Integrating Color Features. Proc.34th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), pp:2762-2765.Quebec City, Cananda, 14-19 July 2014.
  15. Jianing Wang*, Licheng Jiao, Hongying Liu, Shuyuan Yang, and Fang Liu, Hyperspectral Image Classification by Spatial-Spectral Derivative-aided Kernel Joint Sparse Representation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6), pp: 2485-2500. IF:3.026
  16. Fang Liu*, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, and Jialing Yuan, Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification, Pattern Recognition, 2016.02. IF:3.09
  17. Junfei Shi, Lingling Li, Fang Liu, Licheng Jiao, Hongying Liu, Shuyuan Yang, et al. Unsupervised polarimetric synthetic aperture radar image classification based on sketch map and adaptive Markov random field. Journal of Applied Remote Sensing,2016,10(2), pp..., in press
  18. Erlei Zhang*, Xiangrong Zhang, Hongying Liu, and Licheng Jiao, Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters, 2015, 12(7): 1397-1401. IF:2.095
  19. Erlei Zhang*, Licheng Jiao, Xiangrong Zhang, Hongying Liu, Shuang Wang, Class-Level Joint Sparse Representation for Multifeature-based Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 12(7): 1397-1401. IF:3.026
  20. Erlei Zhang*, Xiangrong Zhang, Licheng Jiao, Hongying Liu, Shuang Wang, et al, Weighted multifeature hyperspectral image classification via kernel joint sparse representation, Neurocomputing, 2016, 178, pp:71-86. IF:2.083
  21. Shaona Wang*, Licheng Jiao, Shuyuan Yang, Hongying Liu. SAR Image Target Recognition via Complementary Spatial Pyramid Coding. Neurocomputing, 2016, DOI: 10.1016/j.neucom.2016.02.059 , in press. IF:2.083
  22. Miaoyun Zhao*, Licheng Jiao, Wenping Ma, Hongying Liu, Shuyuan Yang, Classification and saliency detection by semi-supervised low-rank representation, Pattern Recognition, Vol 51, March 2016, pp: 281–294.
  23. Bo Chen*, Shuang Wang, Licheng Jiao, Rustam Stolkin, and Hongying Liu. A Three-Component Fisher-Based Feature Weighting Method for Supervised PolSAR Image Classification. IEEE Geoscience and Remote Sensing Letters, Vol.12, Issue: 4 , pp. 731 – 735,2015. IF:2.09
  24. Tao Xiong*, Shuang Wang, Biao Hou, Yong Wang, and Hongying Liu. A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.(2015). IEEE Trans. on GRS, VOL 53, NO 2, pp: 1016-1028, Feb.2015. IF:3.514
  25. Shuang Wang*, Linsheng Wu, Licheng Jiao, Hongying Liu. Improve the Performance of Co-Training by Committee with Refinement of Class Probability Estimations. Neurocomputing,Vol.136:30-40, Feb.2014. IF:2.083
  26. Shuyuan Yang*, Zhixi Feng, Yu Ren, Hongying Liu, Licheng Jiao. Semi-supervised Classification via Kernel Low-Rank Representation Graph. Knowledge-Based Systems,Vol.69, pp.150-158,Oct.2014. IF:2.947
  27. Hongying Liu*, Xin Jin, Yukiyasu Tsunoo, and Satoshi Goto, “Correlated Noise Reduction for Electromagnetic Analysis”, IEICE Transactions on Fundamentals. Vol. E96-A, No.1, pp. 185-195, Jan. 2013. 

[最近会议论文]

  1. Hongying Liu, Zhongshu Wang, Fanhua Shang*, Mingyang Zhang, Maoguo Gong, Feihang Ge and Licheng Jiao, A Novel Deep Framework for Change Detection of Multi-source Heterogeneous Images, IEEE International Conference on Data Mining (ICDM) Workshop, Best paper award, Nov 8, 2019, Beijing, China, in press.
  2. Hongying Liu, Xiongjie Shen, Fanhua Shang*, Feihang Ge, and Fei Wang, CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation, 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop, Oct 17, Shen Zhen, China, pp. 102–111, 2019.