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Decompose the PolSAR data using MCSM to obtain the scattering powers of five scattering mechanisms.
Therefore, the scattering powers,,,, and corresponding to single-bounce, double-bounce, volume, helix, and wire scattering contributions, respectively, are estimated as. (7).
The scattering powers of MCSM and the texture features are chosen to obtain the feature set as.
Combining with the scattering powers of MCSM and the selected texture features from Gray-level cooccurrence matrix (GCM), SVM is used for the classification of polarimetric SAR image.
The scattering powers of single-bounce, double-bounce, volume, helix, and wire scattering components are extracted from fully polarimetric SAR images.
In the feature set,,,,, and are the scattering powers of single-bounce, double-bounce, volume, helix, and wire scattering components, respectively.
Similar(50)
Scattering coefficient estimates applied in the image reconstruction of the NIR breast data were obtained from reflection measurements, and were 1.51 mm−1 for scattering amplitude and 0.72 mm−1 for scattering power.
Srinivasan et al. found that adipose tissues had low scattering power in the near infrared spectrum (NIR) due to large scatterers, while glandular or fibrous (or by extension fibro-glandular) tissues had high scattering power resulting from more cellular and collagen-based structures [ 42].
However, because of the POA shift of oriented buildings, the employment of POA compensation can enhance the double-bounce scattering power and weaken the volume scattering power.
Red numbers in the scattering patterns indicate the angles with maximal scattering power.
The parameter ρ shows the amount of scattering power coupled to the LOS component, ranging from 0 to 1.
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