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Advances in Machine Learning and Image Analysis for GeoAI - Saurabh Prasad

Advances in Machine Learning and Image Analysis for GeoAI

By: Saurabh Prasad (Editor), Jocelyn Chanussot (Editor), Jun Li (Editor)

Paperback | 3 April 2024 | Edition Number 1

At a Glance

Paperback
364 Pages

Dimensions(cm)
22.86 x 15.24 x 1.93

Paperback

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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. This book offers a comprehensive resource for graduate students, researchers, and practitioners in the area of geospatial image analysis. It provides detailed descriptions of the latest techniques, best practices, and insights essential for implementing deep learning strategies in GeoAI research and applications.

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Non-Fiction Earth Sciences, Geography, Environment, Planning Earth Sciences Computing & I.T.Business Applications Enterprise Software Geography Geographical Information Systems GIS & Remote Sensing Computer Science Artificial Intelligence Machine Learning Business & Management

Operational Research Science Physics Applied Physics Atmospheric Physics

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