A Method of Fluorescent Fibers Detection on Identity Documents under Ultraviolet Light
December 04, 2019 Β· Declared Dead Β· π International Conference on Machine Vision
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Authors
Kunina I. A., Aliev M. A., Arlazarov N. V., Polevoy D.
arXiv ID
1912.01916
Category
cs.CV: Computer Vision
Citations
3
Venue
International Conference on Machine Vision
Last Checked
4 months ago
Abstract
In this work we consider the problem of the fluorescent security fibers detection on the images of identity documents captured under ultraviolet light. As an example we use images of the second and third pages of the Russian passport and show features that render known methods and approaches based on image binarization non applicable. We propose a solution based on ridge detection in the gray-scale image of the document with preliminary normalized background. The algorithm was tested on a private dataset consisting of both authentic and model passports. Abandonment of binarization allowed to provide reliable and stable functioning of the proposed detector on a target dataset.
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