Geoscience-aware deep learning: A new paradigm for remote sensing

Information extraction is a key activity for remote sensing images. A common distinction exists between knowledge-driven and data-driven methods. Knowledge-driven methods have advanced reasoning ability and interpretability, but have difficulty in handling complicated tasks since prior knowledge is...

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Bibliographic Details
Main Authors: Yong Ge, Xining Zhang, Peter M. Atkinson, Alfred Stein, Lianfa Li
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Science of Remote Sensing
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666017222000098