{"_id":"2129","year":2013,"publication":"Media Watermarking, Security, and Forensics 2013","abstract":[{"text":"Maintaining confidence in security documents, especially banknotes, is and remains a major concern for the central banks in order to maintain the stability of the economy around the world. In this paper we describe an image processing and pattern recognition approach which is based on the Sound-of-Intaglio principle for the usage in smart devices such as smartphones. Today, in many world regions smartphones are in use. These devices become more and more computing units, equipped with resource-limited, but effective CPUs, cameras with illumination, and flexible operating systems. Hence, it is obvious to apply smartphones for banknote authentication, especially for visually impaired persons. Our approach shows that those devices are capable of processing data under the constraints of image quality and processing power. Strictly a mobile device as such is not an industrial product for harsh environments, but it is possible to use mobile devices for banknote authentication. The concept is based on a new strategy for constructing adaptive Wavelets for the analysis of different print patterns on a banknote. Furthermore, a banknote specific feature vector is generated which describes an authentic banknote effectively under various illumination conditions. A multi-stage Lineardiscriminant- analysis classifier generates stable and reliable output.","lang":"eng"}],"publication_status":"published","doi":"https://doi.org/10.1117/12.2001444","citation":{"mla":"Lohweg, Volker, et al. “Banknote Authentication with Mobile Devices.” <i>Media Watermarking, Security, and Forensics 2013</i>, (03-07.02.2013) IST/SPIE Electronic Imaging 2013, 2013, doi:<a href=\"https://doi.org/10.1117/12.2001444\">https://doi.org/10.1117/12.2001444</a>.","chicago-de":"Lohweg, Volker, Helene Dörksen, Jan Leif Hoffmann, Roland Hildebrand, Eugen Gillich, Johannes Schaede und Jürg Hofmann. 2013. Banknote authentication with mobile devices. In: <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013. doi:<a href=\"https://doi.org/10.1117/12.2001444,\">https://doi.org/10.1117/12.2001444,</a> .","ieee":"V. Lohweg <i>et al.</i>, “Banknote authentication with mobile devices,” in <i>Media Watermarking, Security, and Forensics 2013</i>, 2013.","ama":"Lohweg V, Dörksen H, Hoffmann JL, et al. Banknote authentication with mobile devices. In: <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013; 2013. doi:<a href=\"https://doi.org/10.1117/12.2001444\">https://doi.org/10.1117/12.2001444</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Hoffmann, Jan Leif</span> ; <span style=\"font-variant:small-caps;\">Hildebrand, Roland</span> ; <span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span> ; <span style=\"font-variant:small-caps;\">Hofmann, Jürg</span>: Banknote authentication with mobile devices. In: <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA : (03-07.02.2013) IST/SPIE Electronic Imaging 2013, 2013","havard":"V. Lohweg, H. Dörksen, J.L. Hoffmann, R. Hildebrand, E. Gillich, J. Schaede, J. Hofmann, Banknote authentication with mobile devices, in: Media Watermarking, Security, and Forensics 2013, (03-07.02.2013) IST/SPIE Electronic Imaging 2013, San Francisco, USA, 2013.","chicago":"Lohweg, Volker, Helene Dörksen, Jan Leif Hoffmann, Roland Hildebrand, Eugen Gillich, Johannes Schaede, and Jürg Hofmann. “Banknote Authentication with Mobile Devices.” In <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013, 2013. <a href=\"https://doi.org/10.1117/12.2001444\">https://doi.org/10.1117/12.2001444</a>.","short":"V. Lohweg, H. Dörksen, J.L. Hoffmann, R. Hildebrand, E. Gillich, J. Schaede, J. Hofmann, in: Media Watermarking, Security, and Forensics 2013, (03-07.02.2013) IST/SPIE Electronic Imaging 2013, San Francisco, USA, 2013.","ufg":"<b>Lohweg, Volker et. al. (2013)</b>: Banknote authentication with mobile devices, in: <i>Media Watermarking, Security, and Forensics 2013</i>, San Francisco, USA.","van":"Lohweg V, Dörksen H, Hoffmann JL, Hildebrand R, Gillich E, Schaede J, et al. Banknote authentication with mobile devices. In: Media Watermarking, Security, and Forensics 2013. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013; 2013.","apa":"Lohweg, V., Dörksen, H., Hoffmann, J. L., Hildebrand, R., Gillich, E., Schaede, J., &#38; Hofmann, J. (2013). Banknote authentication with mobile devices. In <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013. <a href=\"https://doi.org/10.1117/12.2001444\">https://doi.org/10.1117/12.2001444</a>","bjps":"<b>Lohweg V <i>et al.</i></b> (2013) Banknote Authentication with Mobile Devices. <i>Media Watermarking, Security, and Forensics 2013</i>. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013."},"type":"conference","publisher":"(03-07.02.2013) IST/SPIE Electronic Imaging 2013","department":[{"_id":"DEP5023"}],"place":"San Francisco, USA","status":"public","author":[{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"},{"full_name":"Dörksen, Helene","id":"46416","first_name":"Helene","last_name":"Dörksen"},{"full_name":"Hoffmann, Jan Leif","id":"46243","first_name":"Jan Leif","last_name":"Hoffmann"},{"first_name":"Roland","last_name":"Hildebrand","full_name":"Hildebrand, Roland","id":"1639"},{"last_name":"Gillich","first_name":"Eugen","id":"1706","full_name":"Gillich, Eugen"},{"last_name":"Schaede","first_name":"Johannes","id":"2128","full_name":"Schaede, Johannes"},{"full_name":"Hofmann, Jürg","first_name":"Jürg","last_name":"Hofmann"}],"user_id":"45673","date_created":"2019-12-04T09:08:30Z","date_updated":"2023-03-15T13:49:38Z","language":[{"iso":"eng"}],"title":"Banknote authentication with mobile devices"}