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Advanced Machine Learning and Deep Learning Approaches for Remote Sensing II by Gwanggil Jeon

Advanced Machine Learning and Deep Learning Approaches for Remote Sensing II

by Gwanggil Jeon
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Book cover type: Hardcover
  • ISBN13: 9783725807710
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Mdpi AG
  • Publisher Imprint: Mdpi AG
  • Publication Date:
  • Pages: 336
  • Original Price: GBP 84.68
  • Language: English
  • Edition: N/A
  • Item Weight: 921 grams
  • BISAC Subject(s): Earth Sciences / General

This publication elucidates the application of advanced technologies, including machine learning and deep learning, rooted in artificial intelligence, to the realm of remote sensing. It delineates the methodology employed to address prevailing challenges associated with the processing of images and image signals in remote sensing contexts. These methodologies are inherently computation-intensive, necessitating the utilization of high-performance computing apparatus, notably GPUs. With the evolution of such computational devices, alongside advancements in remote and aerial sensing technologies, it has become feasible to conduct Earth monitoring through high-definition imagery and to amass extensive datasets pertaining to Earth observations. The scholarly articles contained within this reprint detail the latest progress in the domains of big data processing and the employment of artificial intelligence-based techniques for enhancing remote sensing technologies.

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