Deep Learning for Remote Sensing Images with Open Source Software Contributor(s): Cresson, Rémi (Author) |
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ISBN: 0367858487 ISBN-13: 9780367858483 Publisher: CRC Press OUR PRICE: $109.25 Product Type: Hardcover - Other Formats Published: July 2020 |
Additional Information |
BISAC Categories: - Technology & Engineering | Remote Sensing & Geographic Information Systems - Technology & Engineering | Imaging Systems - Computers | Image Processing |
Dewey: 621.367 |
LCCN: 2020015982 |
Physical Information: 152 pages |
Descriptions, Reviews, Etc. |
Publisher Description: In today's world, deep learning source codes and a plethora of open access geospatial images are readily available and easily accessible. However, most people are missing the educational tools to make use of this resource. Deep Learning for Remote Sensing Images with Open Source Software is the first practical book to introduce deep learning techniques using free open source tools for processing real world remote sensing images. The approaches detailed in this book are generic and can be adapted to suit many different applications for remote sensing image processing, including landcover mapping, forestry, urban studies, disaster mapping, image restoration, etc. Written with practitioners and students in mind, this book helps link together the theory and practical use of existing tools and data to apply deep learning techniques on remote sensing images and data. Specific Features of this Book:
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