Ensemble Alignment Subspace Adaptation Method for Cross-scene Classification

An ensemble alignment subspace adaptation method is proposed in this letter for the cross-scene classification. It can settle the problem of both foreign objects in the same spectrum and different spectrums. The algorithm combines the idea of ensemble learning with the domain adaptive (DA) algorithm...

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Veröffentlicht in:	IEEE geoscience and remote sensing letters 2023-01, Vol.20, p.1-1
Hauptverfasser:	Song, Yijia, Feng, Wei, Dauphin, Gabriel, Long, Yijun, Quan, Yinghui, Xing, Mengdao
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Adaptive algorithms Adaptive sampling Algorithms Alignment Classification Cross scene classification domain adaptive ensemble learning hyperspectral Machine learning Methods Random sampling Statistical sampling Subspaces transfer learning
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