Currency recognition using a smartphone: Comparison between color SIFT and gray scale SIFT algorithms

Article English OPEN
Iyad Abu Doush; Sahar AL-Btoush;
  • Publisher: Elsevier BV
  • Journal: Journal of King Saud University - Computer and Information Sciences (issn: 1319-1578)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.1016/j.jksuci.2016.06.003
  • Subject: Currency recognition | SIFT algorithm | Electronic computers. Computer science | QA75.5-76.95 | Mobile currency recognition
    acm: ComputingMethodologies_PATTERNRECOGNITION | ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

Banknote recognition means classifying the currency (coin and paper) to the correct class. In this paper, we developed a dataset for Jordanian currency. After that we applied automatic mobile recognition system using a smartphone on the dataset using scale-invariant fea... View more
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