Earth Observation Data Analytics Using Machine and Deep Learning - Modern Tools, Applications and Challenges

Using machine and deep learning techniques the authors introduce pre-processing methods applied to satellite images to identify land cover features, detect object, classify crops, recognize targets, and monitor and support earth resources. Readers will need a basic understanding of computing, remote sensing and image interpretation.

Summary

Using machine and deep learning techniques the authors introduce pre-processing methods applied to satellite images to identify land cover features, detect object, classify crops, recognize targets, and monitor and support earth resources. Readers will need a basic understanding of computing, remote sensing and image interpretation.

Product details

• Assisted by: Nitant Dube (Editor), Nitant (Group Director Dube (Editor), Sanjay Garg (Editor), Sanjay (Professor Garg (Editor), Swati Jain (Editor), Swati (Associate Professor Jain (Editor), Nebu Varghese (Editor), Nebu (Assistant Manager (GIS) Varghese (Editor)
• Publisher: Institution of Engineering & Technology
• Languages: English
• Product format: Hardback
• Released: 11.07.2023
• EAN: 9781839536175
• ISBN: 978-1-83953-617-5
• No. of pages: 258
• Dimensions: 156 mm x 234 mm x 16 mm
• Weight: 540 g
• Series: Computing and Networks
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT