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Advances in Machine Learning and Image Analysis for Geoai

Advances in Machine Learning and Image Analysis for Geoai

Paperback

ApplicationsGeneral Science

ISBN10: 0443190771
ISBN13: 9780443190773
Publisher: Elsevier
Published: Apr 3 2024
Pages: 364
Weight: 1.08
Height: 0.76 Width: 6.00 Depth: 9.00
Language: English

Advances in Machine Learning and Image Analysis for GeoAI presents recent advances in applications and algorithms that are at the intersection of Geospatial imaging and Artificial Intelligence (GeoAI). The book covers algorithmic advances in geospatial image analysis, sensor fusion across modalities, few-shot open-set recognition, explainable AI for Earth Observations, self-supervised learning, image superresolution, Visual Question Answering, and spectral unmixing, among other topics.

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General Science