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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/16386
Title: A critical analysis of polarimetrie signatures on PALSAR 2 data for land cover classification
Authors: Maurya A.K.
Phartiyal G.S.
Singh, Dharmendra
Published in: Proceedings of 11th International Conference on Industrial and Information Systems, ICIIS 2016
Abstract: In this paper, polarization signatures are extracted for utilization of the fully polarimetrie L-band ALOS-PALSAR 2 data. These signatures are extracted for different land cover classes (i.e., urban, water, short vegetation, tall vegetation and bare soil). Critical analysis is performed on the polarization signatures generated of different classes. Further, polarization signatures of different classes are compared with the help of normalized Euclidean distance (NED) and normalized signature correlation mapper (NSCM). Decision tree based algorithm is developed with the help of NSCM, NED and backscattered image for the classification of different land cover classes. © 2016 IEEE.
Citation: Proceedings of 11th International Conference on Industrial and Information Systems, ICIIS 2016, (2016), 920- 924
URI: https://doi.org/10.1109/ICIINFS.2016.8263070
http://repository.iitr.ac.in/handle/123456789/16386
Issue Date: 2016
Publisher: Institute of Electrical and Electronics Engineers Inc.
Keywords: co-polarization signatures
cross-polarization signatures
decision tree classification
NED
NSCM
PALSAR (Phase Array L-band synthetic aperture RADAR)
ISBN: 9.78E+12
Author Scopus IDs: 55600418500
57190659109
36912015700
Author Affiliations: Maurya, A.K., Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee, 247667, India
Phartiyal, G.S., Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee, 247667, India
Singh, D., Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee, 247667, India
Funding Details: Authors are thankful to JAXA, Japan for providing ALOS PALSAR 2 data, and ICAR (Indian Council of Agricultural Research), India for providing the funds to support this work.
Appears in Collections:Conference Publications [ECE]

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