
Generative Adversarial Networks for Remote Sensing
Engineering Science Reference (Publisher)
Published on 30. April 2025
Book
Paperback/Softback
448 pages
979-8-3693-6901-2 (ISBN)
Description
Generative adversarial networks (GANs) are transforming the way complex remote sensing data is analyzed, offering innovative solutions for geospatial applications. Traditional methods often struggle to process high-dimensional remotely sensed datasets, leading to limitations in decision-making and predictive accuracy. By leveraging GANs, researchers can enhance feature extraction, object detection, and time-series analysis, enabling more precise environmental monitoring, urban planning, and agricultural assessments. This technological advancement not only improves real-time geospatial analysis but also opens new avenues for interdisciplinary collaboration, ethical considerations, and security challenges in AI-driven remote sensing. As GANs continue to evolve, their application in remote sensing holds the potential to drive sustainability and more informed global decision-making. Generative Adversarial Networks for Remote Sensing emphasizes the foundations of recent trends in GANs and remote sensing applications. It provides insights into the fundamentals of generative adversarial networks, historical advancements, novel GAN architectures and challenges in analyzing remote sensing data using GANs. Covering topics such as change detection, resource management, and feature engineering, this book is an excellent resource for geographers, geospatial data analysts, engineers, professionals, researchers, scholars, academicians, and more.
More details
Language
English
Place of publication
Hershey, PA
United States
Publishing group
IGI Global
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 254 mm
Width: 178 mm
Thickness: 24 mm
Weight
837 gr
ISBN-13
979-8-3693-6901-2 (9798369369012)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Amol Dattatraya Vibhute | Rajesh Kumar Dhanaraj | Karbhari Vishwanth Kale
Generative Adversarial Networks for Remote Sensing
Book
04/2025
IGI Global
€230.70
Shipment within 10-20 days