Selection of unlabeled source domains for domain adaptation in remote sensing

—In the context of supervised learning techniques, it can be desirable to utilize existing prior knowledge from a source domain to estimate a target variable in a target domain by exploiting the concept of domain adaptation. This is done to alleviate the costly compilation of prior knowledge, i.e.,...

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Bibliographic Details
Main Authors: Christian Geiß, Alexander Rabuske, Patrick Aravena Pelizari, Stefan Bauer, Hannes Taubenböck
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Array
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005622000716