A concept bottleneck model built from polarimetric target decomposition plus a Kolmogorov-Arnold Network gives PolSAR classification with human-auditable concept predictions and symbolic decision formulas.
Quantitative comparison of classi- fication capability: fully polarimetric versus dual and single-polarization sar,
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Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network
A concept bottleneck model built from polarimetric target decomposition plus a Kolmogorov-Arnold Network gives PolSAR classification with human-auditable concept predictions and symbolic decision formulas.