Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization

Change detection is a critical task in earth observation applications. Recently, deep learning-based methods have shown promising performance and are quickly adopted in change detection. However, the widely used multiple encoder and single decoder (MESD) as well as dual encoder-decoder (DED) archite...

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Bibliographic Details
Published in:	IEEE transactions on geoscience and remote sensing Vol. 61; p. 1
Main Authors:	Zhao, Sijie, Zhang, Xueliang, Xiao, Pengfeng, He, Guangjun
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Buildings Change detection Coders Datasets Decoding Deep learning Detection Feature extraction High spatial resolution remote sensing Imaging Localization Object recognition Remote sensing Semantic guidance Semantics Spatial discrimination Spatial localization
ISSN:	0196-2892, 1558-0644
Online Access:	Get full text
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