One of the major problems in multiple sensor surveillance systems is inadequate sensor registration. We propose a new approach to sensor registration based on layered neural networks. The nonparametric nature of this approach enables many different kinds of sensor biases to be solved. As part of the implementation we develop some modifications to the common network training algorithm to tackle the inherent randomness in all components of the training set.
Sensor registration using neural networks
IEEE Transactions on Aerospace and Electronic Systems ; 36 , 1 ; 85-101
01.01.2000
619957 byte
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
PAPERS - Sensor Registration Using Neural Networks
| Online Contents | 2000
RegNet: Multimodal Sensor Registration Using Deep Neural Networks
| British Library Conference Proceedings | 2017
Sensor Registration Using Airlanes
| British Library Conference Proceedings | 2002
Sensor registration using airlanes
| IEEE | 2002