Counterfeit one hundred Malaysian ringgit banknotes discrimination using chemical imaging inspection and pattern recognition

Author:

Ajid Nur Farah Dina1,Keat How Foo12,Mahat Naji Arafat1345,Desa Wan Nur Syuhaila Mat6,Kamaluddin Mohd Rahim7,Mohamed Huri Mohammad Afiq1,Maarof Hasmerya1,Ismail Dzulkiflee6

Affiliation:

1. Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, Malaysia

2. Crime Investigation Department, Sentul District Police Headquarters, Royal Malaysia Police, Kuala Lumpur, Malaysia

3. Centre for Sustainable Nanomaterials, Ibnu Sina Institute for Scientific and Industrial Research, Universiti Teknologi Malaysia, Skudai, Malaysia

4. Centre of Research for Fiqh Forensics and Judiciary, Universiti Sains Islam Malaysia, Nilai, Malaysia

5. Enzyme Technology and Green Synthesis Research Group, Faculty of Science, Universiti Teknologi Malaysia, Skudai, Malaysia

6. Forensic Science Programme, School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia

7. Human and Societal Well-being Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi, Malaysia

Funder

Fundamental Research Grant Scheme

Research University Grant, Universiti Teknologi Malaysia

Publisher

Informa UK Limited

Subject

Pathology and Forensic Medicine

Reference20 articles.

1. An Attempt at Analyzing the Information Nature of Money

2. Discrimination between authentic and counterfeit banknotes using Raman spectroscopy and PLS-DA with uncertainty estimation

3. Forensic classification of counterfeit banknote paper by X-ray fluorescence and multivariate statistical methods

4. Bradley M, Weesner F. Scratching the surface of paper currency with FT-IR microscopy; 2013. [cited 2019 May 20]. Available from: https://www.forensicmag.com/article/2013/10/scratching-surface-papercurrency-ft-ir-microscopy

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