Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network

Although complex-valued (CV) neural networks have shown better classification results compared to their real-valued (RV) counterparts for polarimetric synthetic aperture radar (PolSAR) classification, the extension of pixel-level RV networks to the complex domain has not yet thoroughly examined. Thi...

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Veröffentlicht in:	Remote sensing (Basel, Switzerland) Switzerland), 2019-11, Vol.11 (22), p.2653
Hauptverfasser:	Cao, Yice, Wu, Yan, Zhang, Peng, Liang, Wenkai, Li, Ming
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Classification Classification schemes Entropy Feature extraction Feature maps Image classification Labeling Neural networks Optimization Pixels Polarization Radar polarimetry Remote sensing Semantics Spatial data Synthetic aperture radar
Online-Zugang:	Volltext
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