Performance Prediction for Multimodal Biometrics

@article{Wang2006PerformancePF,
  title={Performance Prediction for Multimodal Biometrics},
  author={Rong Wang and Bir Bhanu},
  journal={18th International Conference on Pattern Recognition (ICPR'06)},
  year={2006},
  volume={3},
  pages={586-589}
}
Sensor fusion is commonly used to improve the detection and recognition performance of a pattern recognition system. In this paper we propose a prediction model to predict the performance of a sensor fusion system. In particular, we answer two questions associated with the performance prediction in a sensor fusion system: (a) given the characteristics of the individual sensors how can we predict the performance of the fusion system? (b) How good the prediction is? We provide the Cramer-Rao… CONTINUE READING
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