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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Bibliographic Details

Published in:	Pattern recognition Vol. 96; p. 106971
Main Authors:	Liu, Ganchao, Li, Lingling, Jiao, Licheng, Dong, Yongsheng, Li, Xuelong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2019
Subjects:	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 Access:	Get full text
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