Generative adversarial networks remote

Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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.…

Generative Adversarial Networks for Remote Sensing

Rajesh Kumar Dhanaraj

Sprache: Englisch

Verlag: IGI Global, 2025

9798369369005

Hardcover
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EUR 225,68

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Buch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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.…

Generative Adversarial Networks for Remote Sensing

Amol Dattatraya Vibhute (u. a.)

Sprache: Englisch

Verlag: IGI Global, 2025

9798369369012

Softcover
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Generative Adversarial Networks for Remote Sensing

Amol Dattatraya Vibhute (u. a.)

Sprache: Englisch

Verlag: IGI Global, 2025

9798369369005

Hardcover
Print-on-Demand

Anbieter: preigu, Osnabrück, Deutschlandpreigu

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EUR 246,75

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Generative Adversarial Networks for Remote Sensing

8369369014 / 9788369369013

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Zustand: New. PRINT ON DEMAND.

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Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing

Generative Adversarial Networks for Remote Sensing