Advanced search
Publication Cover
Remote Sensing Letters Volume 8, 2017 - Issue 9
Submit an article Journal homepage
234
Views
9
CrossRef citations to date
0
Altmetric
Original Articles

SAR target recognition using parametric supervised t-stochastic neighbor embedding

Meiting YuCollege of Electronic Science and Engineering, National University of Defence Technology, Changsha, Hunan, ChinaCorrespondence[email protected]
View further author information
,
Lingjun ZhaoCollege of Electronic Science and Engineering, National University of Defence Technology, Changsha, Hunan, ChinaView further author information
,
Siqian ZhangCollege of Electronic Science and Engineering, National University of Defence Technology, Changsha, Hunan, ChinaView further author information
,
Boli XiongCollege of Electronic Science and Engineering, National University of Defence Technology, Changsha, Hunan, ChinaView further author information
&
Gangyao KuangCollege of Electronic Science and Engineering, National University of Defence Technology, Changsha, Hunan, ChinaView further author information
Pages 849-858 | Received 07 Sep 2016, Accepted 15 May 2017, Published online: 28 May 2017

References

  • Bunte, K., and M. Biehl. 2012. “A General Framework for Dimensionality-Reducing Data Visualization Mapping.” Neural Computation 24 (3): 771–804. doi:10.1162/NECO_a_00250.
  • Chen, H. T., H. W. Chang, and T. L. Liu. 2005. “Local Discriminant Embedding and Its Variants.” Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2 (2): 846–853.
  • Chen, Y., E. Blasch, H. Chen, T. Qian, and G. Chen. 2008. “Experimental Feature-Based SAR ATR Performance Evaluation under Different Operational Conditions.” Proceddings SPIE 6968:68690F-69680F-12.
  • Dong, G. G., N. Wang, and G. Y. Kuang. 2014. “Sparse Representation of Monogenic Signal: Withapplication to Target Recognition in SAR Images.” IEEE Signal Processing Letters 21 (8): 952–956. doi:10.1109/LSP.2014.2321565.
  • Du, K. N., Y. K. Deng, R. Wang, T. Zhao, and N. Li. 2016. “SAR ATR Based on Displacement- and Rotation-Insensitive CNN.” Remote Sensing Letters 7 (9): 895–904. doi:10.1080/2150704X.2016.1196837.
  • Han, P., R. B. Wu, Y. H. Wang, and Z. H. Wang. 2003. “An Efficient SAR ATR Approach.” Proceedings IEEE International Conference on Acoustics Speech and Signal Processing, 2 (2): II-429-32.
  • Huang, X. Y., H. Qiao, and B. Zhang. 2016. “SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding.” IEEE Geoscience and Remote Sensing Letters 13 (2): 222–226. doi:10.1109/LGRS.2015.2506659.
  • Huang, Y. L., J. F. Pei, J. Y. Yang, and B. Wang. 2014. “Neighborhood Geometric Center Scaling Embedding for SAR ATR.” IEEE Transactions on Aerospace and Electronic Systems 50 (1): 180–192.
  • Maaten, L. V. D., and G. Hinton. 2008. “Visualizing Data Using T-Sne.” Journal of Machine Learning Research 9: 2579–2605.
  • Mekuz, N., and J. Tsotsos 2006. “Parametereless ISOMAP with Adaptive Neighborhood Selection.” Springer Berlin Heidelberg, 364–373.
  • Mishra, A. K., and T. Motaung. 2008. “Application of Linear and Nonlinear PCA to SAR ATR.” Radioelektonika IEEE, Cholula, April 21–22.
  • Ross, T. D., S. W. Worrell, V. J. Velten, J. C. Mossing, and M. L. Bryant. 1988. “Standard SAR ATR Evaluation Experiments Using the MSTAR Public Release Data Set.” SPIE Conference Algorithms Sythetic Aperture Radar Imagery V 3370: 566–573.
  • Wu, S. S., M. M. Sun, and J. Y. Yang. 2011. “Stochastic Neighbor Projection on Manifold for Feature Extraction.” Neurocomputing 74 (17): 2780–2789. doi:10.1016/j.neucom.2011.03.036.
  • Zheng, J. W., H. Qiu, X. Xu, and W. Wang. 2013. “Fast Discriminative Stochastic Neighbor Embedding Analysis.” Computational and Mathematical Methods in Medicine. 2013 (11): 106867
  • Zhou, J. X., Z. G. Shi, X. Cheng, and Q. Fu. 2011. “Automatic Target Recognition of SAR Images Based on Global Scattering Center Model.” IEEE Transactions on Geoscience and Remote Sensing 49 (10): 3713–3729. doi:10.1109/TGRS.2011.2162526.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.