Computer Vision And Pattern Analysis Laboratory Home Page  Home
People  People
Publications  Publications
Publications  Databases
Contact Information  Contact
Supported Research Projects  Supported Research Projects
Research Activites  Research Activites
Research Groups
SPIS - Signal Processing and Information Systems Lab.SPIS - Signal Processing and Information Systems Lab.
Medical Vision and Analysis Group  Medical Research Activities
Biometrics Research Group  Biometrics Research Group
SPIS - Signal Processing and Information Systems Lab.MISAM - Machine Intelligence for Speech Audio and Multimedia.
Knowledge Base
  Paper Library
Experiments on Decision Fusion for Driver Recognition
Authors: Erdogan, H., Ercil, A., and Abut, H.
Published in: Advances for In-Vehicle and Mobile Systems: Challenges for International Standards
Publication year: 2007
Abstract: In this work, we study the individual as well as combined performance of various driving behavior sognals 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 friving signals carry more biometric information than others. When we use trainable combining methods, we can reduce identification error significantly using only driving behavior signals. C;assifiercombination methods seem to be very useful in multi-modal biometric identification in a car environment.
  download full paper

Home Back