Polarimetric SAR Classification: Fast Learning with k-Maximum Likelihood Estimator

Author:

Chaudhari NilamORCID,Mitra Suman K.ORCID,Mandal SrimantaORCID,Chirakkal SanidORCID,Putrevu Deepak,Misra Arundhati

Publisher

Springer International Publishing

Reference22 articles.

1. Ahishali, M., Kiranyaz, S., Ince, T., Gabbouj, M.: Classification of polarimetric SAR images using compact convolutional neural networks. GISci. Remote Sens. 58(1), 28–47 (2021). https://doi.org/10.1080/15481603.2020.1853948

2. ASF: Dataset: AIRSAR, NASA 1991. https://search.asf.alaska.edu/. Accessed ASF DAAC 09 April 2021

3. Couvreur, C.: The EM Algorithm: A Guided Tour, pp. 209–222. Birkhäuser Boston, Boston (1997). https://doi.org/10.1007/978-1-4612-1996-5_12

4. Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. Ser. B (Methodol.) 39(1), 1–22 (1977)

5. Freitas, C.C., Frery, A.C., Correia, A.H.: The polarimetric G distribution for SAR data analysis. Environmetrics Official J. Int. Environmetrics Soc. 16(1), 13–31 (2005)

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