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Machine Learning Based Air Traffic Surveillance System Using Image Processing

Machine Learning Based Air Traffic Surveillance System Using Image Processing

Hardcover

Technology & EngineeringGeneral Computers

ISBN10: 1805920634
ISBN13: 9781805920632
Publisher: Emerald Publishing Limited
Published: Jan 28 2026
Pages: 320
Weight: 1.31
Height: 0.75 Width: 6.00 Depth: 9.00
Language: English

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.

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