A Radial Basis Function Neural Network Approach to Two-Color Infrared Missile Detection - Tapa blanda

Chan, Kin-Weng

 
9781249598657: A Radial Basis Function Neural Network Approach to Two-Color Infrared Missile Detection
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ISBN 10: 1249598656 ISBN 13: 9781249598657
Editorial: BiblioScholar, 2012

Sinopsis

Multi-color infrared imaging missile-warning systems require real-time detection techniques that can process the wide instantaneous field of regard of focal plane array sensors with a low false alarm rate. Current technology applies classical statistical methods to this problem and ignores neural network techniques. Thus the research reported here is novel in that it investigates the use of radial basis function (RBF) neural networks to detect sub-pixel missile signatures. An RBF neural network is designed and trained to detect targets in two-color infrared imagery using a recently developed regression tree algorithm. Features are calculated for 3 by 3 pixel sub-images in each color band and concatenated into a vector as input to the network.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

Multi-color infrared imaging missile-warning systems require real-time detection techniques that can process the wide instantaneous field of regard of focal plane array sensors with a low false alarm rate. Current technology applies classical statistical methods to this problem and ignores neural network techniques. Thus the research reported here is novel in that it investigates the use of radial basis function (RBF) neural networks to detect sub-pixel missile signatures. An RBF neural network is designed and trained to detect targets in two-color infrared imagery using a recently developed regression tree algorithm. Features are calculated for 3 by 3 pixel sub-images in each color band and concatenated into a vector as input to the network.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
BiblioScholar
Año de publicación
2012
Idioma
Inglés
ISBN 10 
1249598656
ISBN 13 
9781249598657
Encuadernación
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Número de páginas
104
Contacto del fabricante
no disponible
Persona responsable
no disponible

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9781025090153: A Radial Basis Function Neural Network Approach to Two-Color Infrared Missile Detection

Edición Destacada

ISBN 10:  1025090152 ISBN 13:  9781025090153
Editorial: Hutson Street Press, 2025
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