Learning Banknote Fitness for Sorting J. M. Geusebroek, P. Markus, P. Balke In International Conference on Pattern Analysis and Intelligent Robotics 2011. [bibtex] [pdf] [url]

In this work, a machine learning method is proposed for banknote soiling determination. We apply proven techniques from computer vision to come up with a robust and effective method for automatic sorting of banknotes. The proposed method is evaluated with respect to various invariance classes. The method shows excellent performance on a large validation set of over 8,000 banknotes from the Eurosystem, while being learned on only 300 banknotes per denomination.

@InProceedings{GeusebroekICPAIR2011,
  author       = "Geusebroek, J. M. and Markus, P. and Balke, P.",
  title        = "Learning Banknote Fitness for Sorting",
  booktitle    = "International Conference on Pattern Analysis and Intelligent Robotics",
  year         = "2011",
  url          = "https://ivi.fnwi.uva.nl/isis/publications/2011/GeusebroekICPAIR2011",
  pdf          = "https://ivi.fnwi.uva.nl/isis/publications/2011/GeusebroekICPAIR2011/GeusebroekICPAIR2011.pdf",
  has_image    = 1
}