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

Chan, Kin-Weng

 
9781249598657: A Radial Basis Function Neural Network Approach to Two-Color Infrared Missile Detection
Brossura
ISBN 10: 1249598656 ISBN 13: 9781249598657
Casa editrice: LIGHTNING SOURCE INC, 2012

Sinossi

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.

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Editore
LIGHTNING SOURCE INC
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1249598656
ISBN 13 
9781249598657
Rilegatura
Copertina flessibile
Numero di pagine
104
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

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

Edizione in evidenza

ISBN 10:  1025090152 ISBN 13:  9781025090153
Casa editrice: Hutson Street Press, 2025
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