Fusing Asynchronous Feature Streams for On-line Writer Identification

  title={Fusing Asynchronous Feature Streams for On-line Writer Identification},
  author={Andreas Schlapbach and Horst Bunke},
  journal={Ninth International Conference on Document Analysis and Recognition (ICDAR 2007)},
In this paper, we present a new approach to improving the performance of a writer identification system by fusing asynchronous feature streams. Different feature streams are extracted from on-line handwritten text acquired from a whiteboard. The feature streams are used to train a text and language independent writer identification system based on Gaussian mixture models (GMMs). From a stroke consisting of n points, n point-based feature vectors and one stroke-based feature vector are extracted… CONTINUE READING

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