Quantitative evaluation of polarimetric classification for agricultural crop mapping

Photogrammetric Engineering and Remote Sensing

Volumn 73, Issue 3, 2007, Pages 279-284

  Chen, Erxue ^a   Li, Zengyuan ^a   Pang, Yong ^a   Tian, Xin ^a  

^a RESEARCH INSTITUTE OF FORESTRY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROMAGNETIC WAVE POLARIZATION; MAPPING; SYNTHETIC APERTURE RADAR;

COHERENCY MATRIX; COVARIANCE MATRIX; MAXIMUM LIKELIHOOD (NML) CLASSIFIERS; WISHART-MAXIMUM LIKELIHOOD (WML);

CROPS;

ACCURACY ASSESSMENT; COVARIANCE ANALYSIS; CROP; IMAGE CLASSIFICATION; MATRIX; MAXIMUM LIKELIHOOD ANALYSIS; POLARIZATION; PROBABILITY DENSITY FUNCTION; SYNTHETIC APERTURE RADAR; VEGETATION CLASSIFICATION; VEGETATION MAPPING;

ELECTROMAGNETIC RADIATION; FARM CROPS; MAPPING; RADAR;

EID: 33847229872     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.73.3.279     Document Type: Review

References (7)

1. Cloude, S.R., and E. Pottier, 1997. An entropy based classification scheme for land applications of polarimetric SAR, IEEE Transactions on Geosciences and Remote Sensing, 35(1):68-78.
2. Hoekman, D.H., and M.A.M Vissers, 2003. A new polarimetric classification approach evaluated for agricultural crops, IEEE Transactions on Geosciences and Remote Sensing, 41(12):2881-2889.
3. Kettig, R.L., and D.A. Landgrebe, 1976. Classification of multispectral image data by extraction and classification of homogeneous objects, IEEE Transactions on Geosciences and Remote Sensing, 14(1):19-26.
4. Lee, J.S., M.R. Grunes, and R. Kwok, 1994a. Classification of multilook polarimetric SAR imagery based on complex Wishart distribution, International Journal of Remote Sensing, 15(11):2299-2311.
5. Lee, J.S., K.W. Hoppel, S.A. Mango, and A.R. Miller, 1994b. Intensity and phase statistics of multilook polarimetric and interferometric imagery, IEEE Transactions on Geosciences and Remote Sensing, 32(5):1017-1028.
6. Lee, J.S., M.R. Grunes, and G.R. Grandi, 1999. Polarimetric SAR speckle filtering and its implication for classification, IEEE Transactions on Geosciences and Remote Sensing, 37(5):2363-2373.
7. Lee, J.S., M.R. Grunes, and E. Pottier, 2001. Quantitative comparison of classification capability: Fully polarimetric versus dual and single-polarization SAR, IEEE Transactions on Geosciences and Remote Sensing, 39(11):2343-2351.