Stacked Fisher autoencoder for SAR change detection

•The original SAE is expanded to suit with the multiplicative noise in SAR change detection.•The features extracted by SFAE are more discriminative than the original stacked autoencoder due to that Fisher discriminant criterion is incorporated into SFAE.•Experiments on the simulated and real SAR dat...

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Veröffentlicht in:	Pattern recognition Jg. 96; S. 106971
Hauptverfasser:	Liu, Ganchao, Li, Lingling, Jiao, Licheng, Dong, Yongsheng, Li, Xuelong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2019
Schlagworte:	Change detection Fisher criterion Stacked autoencoder (SAE) Stacked fisher autoencoder (SFAE) Synthetic aperture radar (SAR) Stacked fisher autoencoder (SFAE) Stacked autoencoder (SAE) Synthetic aperture radar (SAR) Change detection Fisher criterion
ISSN:	0031-3203, 1873-5142
Online-Zugang:	Volltext
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