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Experiments on Decision Fusion for Driver Recognition
Authors: H Erdogan, A N Ozyagci, T Eskil, M Rodoper, A Ercil, H Abut
Published in: Biennial on DSP for in-vehicle and mobile systems 2005
Publication year: 2005
Abstract: In this work, we study the individual as well as combined performance of various driving behavior signals on identifying the driver of a motor vehicle. We investigate a number of classifier fusion techniques to combine multiple channel decisions. We observer that some driving signals carry more biometric information than others. When we use trainable combining methods, we can reduce identicifation error significantly using only driving behavior signals. Classifier combination methods seem to be very useful in multi-modal biometric identification in a car environment.
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