SpectralGPT: Spectral Remote Sensing Foundation Model

The foundation model has recently garnered significant attention due to its potential to revolutionize the field of visual representation learning in a self-supervised manner. While most foundation models are tailored to effectively process RGB images for various visual tasks, there is a noticeable...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence 2024-08, Vol.46 (8), p.5227-5244
Main Authors:	Hong, Danfeng, Zhang, Bing, Li, Xuyang, Li, Yuxuan, Li, Chenyu, Yao, Jing, Yokoya, Naoto, Li, Hao, Ghamisi, Pedram, Jia, Xiuping, Plaza, Antonio, Gamba, Paolo, Benediktsson, Jon Atli, Chanussot, Jocelyn
Format:	Article
Language:	English
Subjects:	Artificial Intelligence Big Data Color imagery Computational modeling Computer Science Data models deep learning downstream foundation model Image reconstruction Image segmentation progressive Remote sensing Scene analysis Semantic segmentation spectral data Task analysis tensor masked modeling Three-dimensional displays transformer Transformers Visual fields Visual tasks Visualization
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