TY - GEN
T1 - Influence of speckle filtering of polarimetric SAR data on different classification methods
AU - Cao, Fang
AU - Deledalle, Charles Alban
AU - Nicolas, Jean Marie
AU - Tupin, Florence
AU - Denis, Loïc
AU - Ferro-Famil, Laurent
AU - Pottier, Eric
AU - López-Martínez, Carlos
PY - 2011/11/16
Y1 - 2011/11/16
N2 - This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.
AB - This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.
KW - Speckle filtering
KW - polarimetric SAR
KW - unsupervised classification
UR - https://www.scopus.com/pages/publications/80955128747
U2 - 10.1109/IGARSS.2011.6049376
DO - 10.1109/IGARSS.2011.6049376
M3 - Conference contribution
AN - SCOPUS:80955128747
SN - 9781457710056
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 1052
EP - 1055
BT - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings
T2 - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011
Y2 - 24 July 2011 through 29 July 2011
ER -