Geoai for Earth Observation Imagery: Fundamentals and Practical Applications (Paperback) (ISBN-13: 9780443437960)

GeoAI for Earth Observation Imagery: Fundamentals and Practical Applications comprehensively covers methodologies of AI and Machine Learning applications of image processing for Earth Observation (EO) Imagery. As traditional image processing methods face challenges with handling vast volumes of EO imagery, leading to efficiencies and limitations when extracting meaningful insights, AI-driven approaches can enhance the efficiency, accuracy, and scalability of image processing. Chapters cover essential methodologies including atmospheric compensation, image enhancement techniques like deblurring and superresolution, and advanced analysis methods such as semantic segmentation and object detection.

Cutting-edge approaches to computing, automating, and optimizing image processing tasks are also covered. Additionally, emerging trends in GeoAi and their implication on future research are reviewed. The book serves as an essential guide for navigating the complexities of spatial data and equips readers with knowledge to enhance their analytical capabilities.

Author: Dalton Lunga
ISBN-10: 0443437963
ISBN-13: 9780443437960
Publisher: Elsevier
Language: English
Published: 05/27/2026
Pages: 498
Format: Paperback
Weight: 2.21lbs
Size: 9.28h x 7.55w x 0.94d