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Volumn 8, Issue 3, 2017, Pages 204-213

Object-oriented ensemble classification for polarimetric SAR Imagery using restricted Boltzmann machines

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING; BIG DATA; LEARNING ALGORITHMS; POLARIMETERS; SYNTHETIC APERTURE RADAR;

EID: 85005808178     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2016.1258128     Document Type: Article
Times cited : (41)

References (14)
  • 1
    • 84865595751 scopus 로고    scopus 로고
    • An Introduction to Restricted Boltzmann Machines
    • Alvarez L., Mejaill M., Gomez L., Jacobo J., (eds), 7441, September, Berlin: Springer
    • Fischer, A., and C., Igel. 2012. “An Introduction to Restricted Boltzmann Machines“. In Proceedings of the 17th Iberoamerican Congress on Pattern Recognition CIARP LNCS, vol. 7441, edited by L., Alvarez, M., Mejaill, L., Gomez, J., Jacobo, September 3–6, 14–36, Berlin:Springer.
    • (2012) Proceedings of the 17th Iberoamerican Congress on Pattern Recognition CIARP LNCS , pp. 14-36
    • Fischer, A.1    Igel, C.2
  • 2
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a New Boosting Algorithm
    • Saitta L., (ed), Sponsored by European Coordinating Committee for Artificial Intelligence (ECCAI), Italian Association for Artificial Intelligence (AI*IA), Bari, July
    • Freund, Y., and R. E., Schapire. 1996. “Experiments with a New Boosting Algorithm“. In Machine Learning:Proceedings of the Thirteenth International Conference (ICML '96), edited by L., Saitta. Sponsored by European Coordinating Committee for Artificial Intelligence (ECCAI), Italian Association for Artificial Intelligence (AI*IA), Bari, July3–6, 148–156.
    • (1996) Machine Learning: Proceedings of the Thirteenth International Conference (ICML '96) , pp. 148-156
    • Freund, Y.1    Schapire, R.E.2
  • 3
    • 0013344078 scopus 로고    scopus 로고
    • Training Products of Experts by Minimizing Contrastive Divergence
    • Hinton, G. E., 2002. “Training Products of Experts by Minimizing Contrastive Divergence.” Neural Computation 14 (8):1771–1800. doi:10.1162/089976602760128018.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 4
    • 84861125212 scopus 로고    scopus 로고
    • A Practical Guide to Training Restricted Boltzmann Machines
    • Hinton, G. E., 2010. “A Practical Guide to Training Restricted Boltzmann Machines.” Momentum 9 (1):926.
    • (2010) Momentum , vol.9 , Issue.1 , pp. 926
    • Hinton, G.E.1
  • 5
    • 84872956983 scopus 로고    scopus 로고
    • Superpixel-Based Classification with an Adaptive Number of Classes for Polarimetric SAR Images
    • Liu, B., H., Hu, H. Y., Wang, K. Z., Wang, X. Z., Liu, and W. X., Yu. 2013. “Superpixel-Based Classification with an Adaptive Number of Classes for Polarimetric SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 51 (2):907–924. doi:10.1109/TGRS.2012.2203358.
    • (2013) IEEE Transactions on Geoscience and Remote Sensing , vol.51 , Issue.2 , pp. 907-924
    • Liu, B.1    Hu, H.2    Wang, H.Y.3    Wang, K.Z.4    Liu, X.Z.5    Yu, W.X.6
  • 6
    • 84961381149 scopus 로고    scopus 로고
    • POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information
    • Liu, F., L. C., Jiao, B., Hou, and S. Y., Yang. 2016. “POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information.” IEEE Transactions on Geoscience and Remote Sensing 54 (6):3292–3308. doi:10.1109/TGRS.2016.2514504.
    • (2016) IEEE Transactions on Geoscience and Remote Sensing , vol.54 , Issue.6 , pp. 3292-3308
    • Liu, F.1    Jiao, L.C.2    Hou, B.3    Yang, S.Y.4
  • 7
    • 84939208923 scopus 로고    scopus 로고
    • Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks
    • Lv, Q., Y., Dou, X., Niu, J. Q., Xu, J. B., Xu, and F., Xia. 2015. “Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks.” Journal of Sensors 2015:1–10. doi:10.1155/2015/538063.
    • (2015) Journal of Sensors , vol.2015 , pp. 1-10
    • Lv, Q.1    Dou, Y.2    Niu, X.3    Xu, J.Q.4    Xu, J.B.5    Xia, F.6
  • 10
    • 79956324768 scopus 로고    scopus 로고
    • Death to Kappa: Birth of Quantity Disagreement and Allocation Disagreement for Accuracy Assessment
    • Pontius, R. G., and M., Millones. 2011. “Death to Kappa:Birth of Quantity Disagreement and Allocation Disagreement for Accuracy Assessment.” International Journal of Remote Sensing 32 (15):4407–4429. doi:10.1080/01431161.2011.552923.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.15 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 11
    • 84906784453 scopus 로고    scopus 로고
    • Superpixel Segmentation for Polarimetric SAR Imagery Using Local Iterative Clustering
    • Qin, F., J., Guo, and F., Lang. 2015. “Superpixel Segmentation for Polarimetric SAR Imagery Using Local Iterative Clustering.” IEEE Geoscience and Remote Sensing Letters 12 (1):13–17. doi:10.1109/LGRS.2014.2322960.
    • (2015) IEEE Geoscience and Remote Sensing Letters , vol.12 , Issue.1 , pp. 13-17
    • Qin, F.1    Guo, J.2    Lang, F.3
  • 14
    • 84906788402 scopus 로고    scopus 로고
    • Features, Color Spaces, and Boosting: New Insights on Semantic Classification of Remote Sensing Images
    • Tokarczyk, P., J. D., Wegner, S., Walk, and K., Schindler. 2015. “Features, Color Spaces, and Boosting:New Insights on Semantic Classification of Remote Sensing Images.” IEEE Transactions on Geoscience and Remote Sensing 53 (1):280–295. doi:10.1109/TGRS.2014.2321423.
    • (2015) IEEE Transactions on Geoscience and Remote Sensing , vol.53 , Issue.1 , pp. 280-295
    • Tokarczyk, P.1    Wegner, J.D.2    Walk, S.3    Schindler, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.