Machine Learning Based Air Traffic Surveillance System Using Image Processing

Name: Machine Learning Based Air Traffic Surveillance System Using Image Processing
Brand: Emerald Publishing Limited
SKU: 9781805920632
Price: 117.34 EUR
Availability: InStock

Автор: Mritunjay Rai, Faizan Ahmad

Език:

Корици: С твърди корици

Издател: Emerald Publishing Limited

Наличност: Външен склад

Изпращаме след 9-15 дни

117.34 € 229.49 лв

Machine Learning Based Air Traffic Surveillance System Using Image Processing analyses how advanced...

Информация за книгата

Автор

Mritunjay Rai, Faizan Ahmad

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2026

страници

344

EAN

9781805920632

ISBN

1805920634

Enbook ID

49597232

Издател

Emerald Publishing Limited

Теглоt

593

Пълно описание

Machine Learning Based Air Traffic Surveillance System Using Image Processing analyses how advanced machine learning algorithms and image processing technologies are revolutionising air-traffic management. By integrating real-time visual data analysis with sophisticated artificial intelligence techniques, this book highlights the potential to enhance situational awareness, safety, and efficiency in managing increasingly complex and congested airspaces. It delves into the use of convolutional neural networks (CNNs) and deep learning models to identify, track, and analyse aircraft movements, offering precise and actionable insights for air-traffic controllers.

This comprehensive resource combines theoretical foundations with practical applications, including real-world case studies and discussions on system implementation. It addresses critical aspects such as object detection, anomaly identification, and trajectory prediction, alongside regulatory, ethical, and cybersecurity considerations. With its blend of cutting-edge research and practical insights, this book is an invaluable guide for professionals, researchers, and students in aerospace engineering, artificial intelligence, and computer vision, providing a roadmap for advancing air-traffic surveillance and management in the era of intelligent systems.

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Информация за книгата

Пълно описание

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