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Deep Learning and Transformers' Methods Applied to Remotely Captured Data

by Moulay A. Akhloufi
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Current price ₹8,164.00
Original price ₹10,713.00
Original price ₹10,713.00
Original price ₹10,713.00
(-24%)
₹8,164.00
Current price ₹8,164.00

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Book cover type: Hardcover
  • ISBN13: 9783725805853
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Mdpi AG
  • Publisher Imprint: Mdpi AG
  • Publication Date:
  • Pages: 348
  • Original Price: GBP 84.68
  • Language: English
  • Edition: N/A
  • Item Weight: 948 grams
  • BISAC Subject(s): Earth Sciences / General

The areas of machine learning and deep learning have experienced impressive progress in recent years. This progress has mainly been driven by the availability of high processing performance at an affordable cost and a large quantity of data. Most state-of-the-art techniques today are based on deep neural networks or the more recently proposed transformers. This progress has sparked innovations in technologies, algorithms, and approaches and led to results that were unachievable until recently. Among the various research areas that have been significantly impacted by this progress is the processing of remotely captured data such as airborne and spaceborne passive and active imagery, underwater imagery, mobile mapping data, etc. This collection gathered cutting-edge contributions from researchers using deep learning and transformers for remote sensing and for processing remotely captured data.

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