[{"citation":{"van":"Funk M, Scharf M, Dörksen H, Danneel HJ, Lohweg V, Hübner M, et al. Creating a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. San Francisco, USA.; 2020.","ieee":"M. Funk et al., “Creating a Self-authentication System for Smart Banknotes,” San Francisco, 2020.","havard":"M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, V. Lohweg, M. Hübner, J. Schaede, R. Stierman, A. Knobloch, D.K. Le, E. Gillich, U. Mönks, Creating a Self-authentication System for Smart Banknotes, in: ODS 2020 Review, San Francisco, USA., 2020.","ufg":"Funk, Mark u. a.: Creating a Self-authentication System for Smart Banknotes, in: o. Hg.: ODS 2020 Review, San Francisco, USA. 2020.","ama":"Funk M, Scharf M, Dörksen H, et al. Creating a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. ; 2020.","apa":"Funk, M., Scharf, M., Dörksen, H., Danneel, H.-J., Lohweg, V., Hübner, M., Schaede, J., Stierman, R., Knobloch, A., Le, D. K., Gillich, E., & Mönks, U. (2020). Creating a Self-authentication System for Smart Banknotes. ODS 2020 Review.","chicago-de":"Funk, Mark, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Volker Lohweg, Michael Hübner, Johannes Schaede, u. a. 2020. Creating a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. San Francisco, USA.","bjps":"Funk M et al. (2020) Creating a Self-Authentication System for Smart Banknotes. ODS 2020 Review. San Francisco, USA.","short":"M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, V. Lohweg, M. Hübner, J. Schaede, R. Stierman, A. Knobloch, D.K. Le, E. Gillich, U. Mönks, in: ODS 2020 Review, San Francisco, USA., 2020.","chicago":"Funk, Mark, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Volker Lohweg, Michael Hübner, Johannes Schaede, et al. “Creating a Self-Authentication System for Smart Banknotes.” In ODS 2020 Review. San Francisco, USA., 2020.","mla":"Funk, Mark, et al. “Creating a Self-Authentication System for Smart Banknotes.” ODS 2020 Review, 2020.","din1505-2-1":"Funk, Mark ; Scharf, Matthias ; Dörksen, Helene ; Danneel, Hans-Jürgen ; Lohweg, Volker ; Hübner, Michael ; Schaede, Johannes ; Stierman, Rob ; u. a.: Creating a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. San Francisco, USA., 2020"},"type":"conference","_id":"1991","status":"public","author":[{"id":"52473","full_name":"Funk, Mark","last_name":"Funk","first_name":"Mark"},{"first_name":"Matthias","last_name":"Scharf","full_name":"Scharf, Matthias","id":"65179"},{"first_name":"Helene","full_name":"Dörksen, Helene","id":"46416","last_name":"Dörksen"},{"last_name":"Danneel","id":"12231","full_name":"Danneel, Hans-Jürgen","first_name":"Hans-Jürgen"},{"first_name":"Volker","orcid":"0000-0002-3325-7887","id":"1804","full_name":"Lohweg, Volker","last_name":"Lohweg"},{"full_name":"Hübner, Michael","last_name":"Hübner","first_name":"Michael"},{"first_name":"Johannes","last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128"},{"first_name":"Rob","last_name":"Stierman","full_name":"Stierman, Rob"},{"first_name":"Alexander","last_name":"Knobloch","full_name":"Knobloch, Alexander"},{"last_name":"Le","full_name":"Le, Dinh Khoi","first_name":"Dinh Khoi"},{"first_name":"Eugen","id":"1706","full_name":"Gillich, Eugen","last_name":"Gillich"},{"first_name":"Uwe","full_name":"Mönks, Uwe","id":"1825","last_name":"Mönks"}],"place":"San Francisco, USA.","language":[{"iso":"eng"}],"title":"Creating a Self-authentication System for Smart Banknotes","department":[{"_id":"DEP5023"},{"_id":"DEP4027"}],"publication_status":"published","conference":{"location":"San Francisco","start_date":"2020-01-29","end_date":"2020-01-31"},"date_created":"2019-11-22T12:51:11Z","publication":"ODS 2020 Review","main_file_link":[{"url":"https://opticaldigitalsecurity.com/downloads"}],"user_id":"83781","date_updated":"2024-05-17T13:23:21Z","year":"2020"},{"language":[{"iso":"eng"}],"title":"Camera-based Occlusion Detection for Banknote Sorting","department":[{"_id":"DEP5023"}],"date_created":"2019-11-22T12:51:17Z","publication":"5th IEEE International Forum on Research and Technologies for Society and Industry","user_id":"74004","year":2019,"date_updated":"2023-03-15T13:49:38Z","abstract":[{"lang":"eng","text":"Intelligent technical systems need to become more flexible and adaptive in the context of Cyber-Physical-Systems and Industry 4.0. Cash supply is very important for the worldwide economy. Within the supply chain, handling processes are highly automated, e.g., automated teller machines are installed to ensure an efficient and reliable cash supply. Recently, there is a trend in automated cash handling systems to replace the cash cassettes for each denomination by a simple pitch-in-plastic-bag for all banknotes. This necessitates new automated handling approaches because the bag content will unload irregularly. We propose a new approach which is able to detect the pose and possible occlusions of randomly distributed textured banknotes with simple smartphone cameras. This information can be used to control a handling robot-picking out banknotes."}],"citation":{"ieee":"E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, and V. Lohweg, “Camera-based Occlusion Detection for Banknote Sorting,” in 5th IEEE International Forum on Research and Technologies for Society and Industry, 2019.","van":"Gillich E, Fritze A, Henning K-F, Pfeifer A, Dörksen H, Lohweg V. Camera-based Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy; 2019.","ama":"Gillich E, Fritze A, Henning K-F, Pfeifer A, Dörksen H, Lohweg V. Camera-based Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy; 2019.","apa":"Gillich, E., Fritze, A., Henning, K.-F., Pfeifer, A., Dörksen, H., & Lohweg, V. (2019). Camera-based Occlusion Detection for Banknote Sorting. In 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy.","havard":"E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, V. Lohweg, Camera-based Occlusion Detection for Banknote Sorting, in: 5th IEEE International Forum on Research and Technologies for Society and Industry, Firenze, Italy, 2019.","ufg":"Gillich, Eugen et. al. (2019): Camera-based Occlusion Detection for Banknote Sorting, in: 5th IEEE International Forum on Research and Technologies for Society and Industry, Firenze, Italy.","bjps":"Gillich E et al. (2019) Camera-Based Occlusion Detection for Banknote Sorting. 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy.","chicago-de":"Gillich, Eugen, Alexander Fritze, Kai-Fabian Henning, Anton Pfeifer, Helene Dörksen und Volker Lohweg. 2019. Camera-based Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy.","mla":"Gillich, Eugen, et al. “Camera-Based Occlusion Detection for Banknote Sorting.” 5th IEEE International Forum on Research and Technologies for Society and Industry, 2019.","short":"E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, V. Lohweg, in: 5th IEEE International Forum on Research and Technologies for Society and Industry, Firenze, Italy, 2019.","chicago":"Gillich, Eugen, Alexander Fritze, Kai-Fabian Henning, Anton Pfeifer, Helene Dörksen, and Volker Lohweg. “Camera-Based Occlusion Detection for Banknote Sorting.” In 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy, 2019.","din1505-2-1":"Gillich, Eugen ; Fritze, Alexander ; Henning, Kai-Fabian ; Pfeifer, Anton ; Dörksen, Helene ; Lohweg, Volker: Camera-based Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum on Research and Technologies for Society and Industry. Firenze, Italy, 2019"},"_id":"1996","type":"conference","status":"public","author":[{"id":"1706","full_name":"Gillich, Eugen","last_name":"Gillich","first_name":"Eugen"},{"last_name":"Fritze","full_name":"Fritze, Alexander","first_name":"Alexander"},{"first_name":"Kai-Fabian","last_name":"Henning","id":"44017","full_name":"Henning, Kai-Fabian"},{"first_name":"Anton","last_name":"Pfeifer","id":"52097","full_name":"Pfeifer, Anton"},{"last_name":"Dörksen","id":"46416","full_name":"Dörksen, Helene","first_name":"Helene"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","full_name":"Lohweg, Volker","id":"1804"}],"place":"Firenze, Italy"},{"place":" CA, USA","author":[{"last_name":"Lohweg","full_name":"Lohweg, Volker","id":"1804","orcid":"0000-0002-3325-7887","first_name":"Volker"},{"id":"52473","full_name":"Funk, Mark","last_name":"Funk","first_name":"Mark"},{"first_name":"Matthias","id":"65179","full_name":"Scharf, Matthias","last_name":"Scharf"},{"first_name":"Helene","id":"46416","full_name":"Dörksen, Helene","last_name":"Dörksen"},{"first_name":"Hans-Jürgen","full_name":"Danneel, Hans-Jürgen","id":"12231","last_name":"Danneel"},{"last_name":"Hübner","full_name":"Hübner, Michael","first_name":"Michael"},{"first_name":"Johannes","full_name":"Schaede, Johannes","id":"2128","last_name":"Schaede"},{"full_name":"Thony, Emmanuel","last_name":"Thony","first_name":"Emmanuel"},{"first_name":"Alexander","full_name":"Knobloch, Alexander","last_name":"Knobloch"},{"first_name":"Dinh Khoi","full_name":"Lee, Dinh Khoi","last_name":"Lee"},{"id":"1825","full_name":"Mönks, Uwe","last_name":"Mönks","first_name":"Uwe"},{"first_name":"Eugen","last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen"}],"status":"public","type":"conference","_id":"2011","citation":{"chicago-de":"Lohweg, Volker, Mark Funk, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Michael Hübner, Johannes Schaede, u. a. smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. CA, USA.","bjps":"Lohweg V et al. (n.d.) SmartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. CA, USA.","ieee":"V. Lohweg et al., “smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes,” presented at the XII. Optical Document Security (ODS)Conference, San Francisco, USA.","van":"Lohweg V, Funk M, Scharf M, Dörksen H, Danneel HJ, Hübner M, et al. smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. CA, USA;","din1505-2-1":"Lohweg, Volker ; Funk, Mark ; Scharf, Matthias ; Dörksen, Helene ; Danneel, Hans-Jürgen ; Hübner, Michael ; Schaede, Johannes ; Thony, Emmanuel ; u. a.: smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. CA, USA","apa":"Lohweg, V., Funk, M., Scharf, M., Dörksen, H., Danneel, H.-J., Hübner, M., Schaede, J., Thony, E., Knobloch, A., Lee, D. K., Mönks, U., & Gillich, E. (n.d.). smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. XII. Optical Document Security (ODS)Conference, San Francisco, USA.","mla":"Lohweg, Volker, et al. “SmartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco.","chicago":"Lohweg, Volker, Mark Funk, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Michael Hübner, Johannes Schaede, et al. “SmartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco. CA, USA, n.d.","ama":"Lohweg V, Funk M, Scharf M, et al. smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco.","short":"V. Lohweg, M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, M. Hübner, J. Schaede, E. Thony, A. Knobloch, D.K. Lee, U. Mönks, E. Gillich, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco, CA, USA, n.d.","ufg":"Lohweg, Volker u. a.: smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes, in: o. Hg.: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco, CA, USA o. J.","havard":"V. Lohweg, M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, M. Hübner, J. Schaede, E. Thony, A. Knobloch, D.K. Lee, U. Mönks, E. Gillich, smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco, CA, USA, n.d."},"year":"2018","date_updated":"2024-05-17T13:04:57Z","user_id":"83781","conference":{"end_date":"2018-01-31","start_date":"2018-01-29","location":"San Francisco, USA","name":"XII. Optical Document Security (ODS)Conference"},"date_created":"2019-11-25T08:35:52Z","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco","language":[{"iso":"eng"}],"publication_status":"submitted","title":"smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes","department":[{"_id":"DEP5023"},{"_id":"DEP4027"}]},{"user_id":"74004","year":2016,"date_updated":"2023-03-15T13:49:38Z","language":[{"iso":"eng"}],"department":[{"_id":"DEP5023"}],"title":"Intaglio Quality Measurement","date_created":"2019-11-26T14:43:19Z","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V","author":[{"full_name":"Funk, Mark","id":"52473","last_name":"Funk","first_name":"Mark"},{"first_name":"Eugen","last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706"},{"first_name":"Thomas","last_name":"Türke","full_name":"Türke, Thomas"},{"id":"1804","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"status":"public","place":"San Francisco, CA, USA ","abstract":[{"lang":"eng","text":"In this paper an advanced approach for Intaglio quality control is presented. In the first step, the essential informationabout the printing process, research objects and measurement setup is provided. Following, the mathematical approachbased on image processing methods is described which imitates the printers manner to examine the optical characteristicsof Intaglio prints. The main focus is the early recognition of tending quality deviations to be able to support the printerthrough recommendations on readjustments of the machine settings. Therefore, specific key values are generated whichdescribe the prints overall quality, regarding its optical characteristics and the occurrence of printing flaws. The resultsshown at the end encourage extended developments."}],"type":"conference","_id":"2039","citation":{"van":"Funk M, Gillich E, Türke T, Lohweg V. Intaglio Quality Measurement. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA ; 2016.","ieee":"M. Funk, E. Gillich, T. Türke, and V. Lohweg, “Intaglio Quality Measurement,” in Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","ama":"Funk M, Gillich E, Türke T, Lohweg V. Intaglio Quality Measurement. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA ; 2016.","apa":"Funk, M., Gillich, E., Türke, T., & Lohweg, V. (2016). Intaglio Quality Measurement. In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .","havard":"M. Funk, E. Gillich, T. Türke, V. Lohweg, Intaglio Quality Measurement, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA , 2016.","ufg":"Funk, Mark et. al. (2016): Intaglio Quality Measurement, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA .","chicago-de":"Funk, Mark, Eugen Gillich, Thomas Türke und Volker Lohweg. 2016. Intaglio Quality Measurement. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .","bjps":"Funk M et al. (2016) Intaglio Quality Measurement. Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .","short":"M. Funk, E. Gillich, T. Türke, V. Lohweg, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA , 2016.","chicago":"Funk, Mark, Eugen Gillich, Thomas Türke, and Volker Lohweg. “Intaglio Quality Measurement.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA , 2016.","mla":"Funk, Mark, et al. “Intaglio Quality Measurement.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","din1505-2-1":"Funk, Mark ; Gillich, Eugen ; Türke, Thomas ; Lohweg, Volker: Intaglio Quality Measurement. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA , 2016"}},{"publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V","date_created":"2019-11-26T14:43:20Z","department":[{"_id":"DEP5023"}],"title":"Data Collection Unit – A Platform for Printing Process Authentication","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:38Z","year":2016,"user_id":"74004","_id":"2040","type":"conference","citation":{"ufg":"Gillich, Eugen et. al. (2016): Data Collection Unit – A Platform for Printing Process Authentication, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA .","havard":"E. Gillich, J.L. Hoffmann, H. Dörksen, V. Lohweg, J. Schaede, Data Collection Unit – A Platform for Printing Process Authentication, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA , 2016.","apa":"Gillich, E., Hoffmann, J. L., Dörksen, H., Lohweg, V., & Schaede, J. (2016). Data Collection Unit – A Platform for Printing Process Authentication. In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .","din1505-2-1":"Gillich, Eugen ; Hoffmann, Jan Leif ; Dörksen, Helene ; Lohweg, Volker ; Schaede, Johannes: Data Collection Unit – A Platform for Printing Process Authentication. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA , 2016","chicago":"Gillich, Eugen, Jan Leif Hoffmann, Helene Dörksen, Volker Lohweg, and Johannes Schaede. “Data Collection Unit – A Platform for Printing Process Authentication.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA , 2016.","short":"E. Gillich, J.L. Hoffmann, H. Dörksen, V. Lohweg, J. Schaede, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA , 2016.","ama":"Gillich E, Hoffmann JL, Dörksen H, Lohweg V, Schaede J. Data Collection Unit – A Platform for Printing Process Authentication. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA ; 2016.","mla":"Gillich, Eugen, et al. “Data Collection Unit – A Platform for Printing Process Authentication.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","van":"Gillich E, Hoffmann JL, Dörksen H, Lohweg V, Schaede J. Data Collection Unit – A Platform for Printing Process Authentication. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA ; 2016.","ieee":"E. Gillich, J. L. Hoffmann, H. Dörksen, V. Lohweg, and J. Schaede, “Data Collection Unit – A Platform for Printing Process Authentication,” in Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","chicago-de":"Gillich, Eugen, Jan Leif Hoffmann, Helene Dörksen, Volker Lohweg und Johannes Schaede. 2016. Data Collection Unit – A Platform for Printing Process Authentication. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .","bjps":"Gillich E et al. (2016) Data Collection Unit – A Platform for Printing Process Authentication. Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA ."},"abstract":[{"lang":"eng","text":"Banknote authentication plays a fundamental role in banknote circulation. Banknotes undergo some major changes in thenext years because electronic payment systems will get more common which will change the user behaviour. Furthermore,technologies of counterfeiters will improve progressively and continuously. We propose a two-sage procedure for theeffective development for the design of simple electronics for cash handliung systems: First, we establish a high qualityimage acquisition system which allows for a consistent image capture quality and is able to handle complex softwarealgorithms for banknote authentication. Second, we take the algorithms and port them on cost-efficient hardware. It isshown in this paper that a reliable authentication of almost each banknote is possible for to specialised low-cost systemssuch as point-of-sale cash units."}],"place":"San Francisco, CA, USA ","author":[{"last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen","first_name":"Eugen"},{"last_name":"Hoffmann","id":"46243","full_name":"Hoffmann, Jan Leif","first_name":"Jan Leif"},{"last_name":"Dörksen","full_name":"Dörksen, Helene","id":"46416","first_name":"Helene"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"},{"first_name":"Johannes","last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128"}],"status":"public"},{"user_id":"74004","date_updated":"2023-03-15T13:49:38Z","year":2016,"title":"Detection of Commercial Offset Printing in Counterfeited Banknotes","department":[{"_id":"DEP5023"}],"language":[{"iso":"eng"}],"publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V","date_created":"2019-11-26T14:43:23Z","author":[{"first_name":"Anton","last_name":"Pfeifer","full_name":"Pfeifer, Anton","id":"52097"},{"first_name":"Eugen","id":"1706","full_name":"Gillich, Eugen","last_name":"Gillich"},{"id":"1804","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"},{"first_name":"Johannes","id":"2128","full_name":"Schaede, Johannes","last_name":"Schaede"}],"status":"public","place":"San Francisco, CA, USA","abstract":[{"text":"Today, a major part of counterfeits is produced by commercial offset printing machines. The counterfeiters use mainlyraster printing (rosette printing). Our approach aims at analysing the banknotes for the presence of commercial printingprocedures by means of intrinsic features. For this purpose, the images are analysed in view to periodic printing patternsby means of the Discrete Fourier Transformation (DFT). The typical raster frequencies are detected. The rosette pattern isseparated by suppression of the remaining image frequencies and the subsequent back-transformation.","lang":"eng"}],"_id":"2042","type":"conference","citation":{"ieee":"A. Pfeifer, E. Gillich, V. Lohweg, and J. Schaede, “Detection of Commercial Offset Printing in Counterfeited Banknotes,” in Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","van":"Pfeifer A, Gillich E, Lohweg V, Schaede J. Detection of Commercial Offset Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.","bjps":"Pfeifer A et al. (2016) Detection of Commercial Offset Printing in Counterfeited Banknotes. Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA.","chicago-de":"Pfeifer, Anton, Eugen Gillich, Volker Lohweg und Johannes Schaede. 2016. Detection of Commercial Offset Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA.","ufg":"Pfeifer, Anton et. al. (2016): Detection of Commercial Offset Printing in Counterfeited Banknotes, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA.","havard":"A. Pfeifer, E. Gillich, V. Lohweg, J. Schaede, Detection of Commercial Offset Printing in Counterfeited Banknotes, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA, 2016.","din1505-2-1":"Pfeifer, Anton ; Gillich, Eugen ; Lohweg, Volker ; Schaede, Johannes: Detection of Commercial Offset Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA, 2016","apa":"Pfeifer, A., Gillich, E., Lohweg, V., & Schaede, J. (2016). Detection of Commercial Offset Printing in Counterfeited Banknotes. In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA.","mla":"Pfeifer, Anton, et al. “Detection of Commercial Offset Printing in Counterfeited Banknotes.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","short":"A. Pfeifer, E. Gillich, V. Lohweg, J. Schaede, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA, 2016.","ama":"Pfeifer A, Gillich E, Lohweg V, Schaede J. Detection of Commercial Offset Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.","chicago":"Pfeifer, Anton, Eugen Gillich, Volker Lohweg, and Johannes Schaede. “Detection of Commercial Offset Printing in Counterfeited Banknotes.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA, 2016."}},{"keyword":["Image processing","Image acquisition","Mobile devices Sensors","Image fusion","Motion estimation","Cameras"],"publication":"IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI","doi":"10.1117/12.2076146","department":[{"_id":"DEP5023"}],"title":"Stable Image Acquisition for Mobile Image Processing Applications","publisher":"SPIE","citation":{"short":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015, pp. 1–12.","chicago":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks, and Volker Lohweg. “Stable Image Acquisition for Mobile Image Processing Applications.” In IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, 1–12. San Francisco, CA, USA: SPIE, 2015. https://doi.org/10.1117/12.2076146.","mla":"Henning, Kai-Fabian, et al. “Stable Image Acquisition for Mobile Image Processing Applications.” IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, 2015, pp. 1–12, doi:10.1117/12.2076146.","din1505-2-1":"Henning, Kai-Fabian ; Fritze, Alexander ; Gillich, Eugen ; Mönks, Uwe ; Lohweg, Volker: Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA : SPIE, 2015, S. 1–12","bjps":"Henning K-F et al. (2015) Stable Image Acquisition for Mobile Image Processing Applications. IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE, pp. 1–12.","chicago-de":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks und Volker Lohweg. 2015. Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, 1–12. San Francisco, CA, USA: SPIE. doi:10.1117/12.2076146, .","havard":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, Stable Image Acquisition for Mobile Image Processing Applications, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.","ufg":"Henning, Kai-Fabian et. al. (2015): Stable Image Acquisition for Mobile Image Processing Applications, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, San Francisco, CA, USA, S. 1–12.","ama":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015:1-12. doi:10.1117/12.2076146","apa":"Henning, K.-F., Fritze, A., Gillich, E., Mönks, U., & Lohweg, V. (2015). Stable Image Acquisition for Mobile Image Processing Applications. In IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI (pp. 1–12). San Francisco, CA, USA: SPIE. https://doi.org/10.1117/12.2076146","van":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015. p. 1–12.","ieee":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, and V. Lohweg, “Stable Image Acquisition for Mobile Image Processing Applications,” in IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, 2015, pp. 1–12."},"oa":"1","date_updated":"2023-03-15T13:49:39Z","year":2015,"user_id":"68554","date_created":"2019-12-04T10:07:01Z","main_file_link":[{"url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9404/94040N/Stable-image-acquisition-for-mobile-image-processing-applications/10.1117/12.2076146.full?SSO=1","open_access":"1"}],"language":[{"iso":"eng"}],"place":"San Francisco, CA, USA","author":[{"first_name":"Kai-Fabian","full_name":"Henning, Kai-Fabian","id":"44017","last_name":"Henning"},{"full_name":"Fritze, Alexander","last_name":"Fritze","first_name":"Alexander"},{"first_name":"Eugen","full_name":"Gillich, Eugen","id":"1706","last_name":"Gillich"},{"first_name":"Uwe","id":"1825","full_name":"Mönks, Uwe","last_name":"Mönks"},{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"status":"public","page":"1-12","type":"conference","_id":"2155","abstract":[{"lang":"eng","text":"Today, mobile devices (smartphones, tablets, etc.) are widespread and of high importance for their users. Their performance as well as versatility increases over time. This leads to the opportunity to use such devices for more specific tasks like image processing in an industrial context. For the analysis of images requirements like image quality (blur, illumination, etc.) as well as a defined relative position of the object to be inspected are crucial. Since mobile devices are handheld and used in constantly changing environments the challenge is to fulfill these requirements. We present an approach to overcome the obstacles and stabilize the image capturing process such that image analysis becomes significantly improved on mobile devices. Therefore, image processing methods are combined with sensor fusion concepts. The approach consists of three main parts. First, pose estimation methods are used to guide a user moving the device to a defined position. Second, the sensors data and the pose information are combined for relative motion estimation. Finally, the image capturing process is automated. It is triggered depending on the alignment of the device and the object as well as the image quality that can be achieved under consideration of motion and environmental effects."}]},{"author":[{"last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706","first_name":"Eugen"},{"id":"46416","full_name":"Dörksen, Helene","last_name":"Dörksen","first_name":"Helene"},{"last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","first_name":"Volker"}],"status":"public","place":"San Francisco, CA, USA","_id":"2166","type":"conference","page":"1-12","citation":{"din1505-2-1":"Gillich, Eugen ; Dörksen, Helene ; Lohweg, Volker: Advanced Color Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII. San Francisco, CA, USA : SPIE, 2015, S. 1–12","apa":"Gillich, E., Dörksen, H., & Lohweg, V. (2015). Advanced Color Processing for Mobile Devices . In IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII (pp. 1–12). San Francisco, CA, USA: SPIE.","mla":"Gillich, Eugen, et al. “Advanced Color Processing for Mobile Devices .” IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, SPIE, 2015, pp. 1–12.","ama":"Gillich E, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII. San Francisco, CA, USA: SPIE; 2015:1-12.","chicago":"Gillich, Eugen, Helene Dörksen, and Volker Lohweg. “Advanced Color Processing for Mobile Devices .” In IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, 1–12. San Francisco, CA, USA: SPIE, 2015.","short":"E. Gillich, H. Dörksen, V. Lohweg, in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, SPIE, San Francisco, CA, USA, 2015, pp. 1–12.","ufg":"Gillich, Eugen et. al. (2015): Advanced Color Processing for Mobile Devices , in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, San Francisco, CA, USA, S. 1–12.","havard":"E. Gillich, H. Dörksen, V. Lohweg, Advanced Color Processing for Mobile Devices , in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.","chicago-de":"Gillich, Eugen, Helene Dörksen und Volker Lohweg. 2015. Advanced Color Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, 1–12. San Francisco, CA, USA: SPIE.","bjps":"Gillich E, Dörksen H and Lohweg V (2015) Advanced Color Processing for Mobile Devices . IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII. San Francisco, CA, USA: SPIE, pp. 1–12.","ieee":"E. Gillich, H. Dörksen, and V. Lohweg, “Advanced Color Processing for Mobile Devices ,” in IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, 2015, pp. 1–12.","van":"Gillich E, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII. San Francisco, CA, USA: SPIE; 2015. p. 1–12."},"publisher":"SPIE","user_id":"68554","year":2015,"date_updated":"2023-03-15T13:49:39Z","department":[{"_id":"DEP5023"}],"title":"Advanced Color Processing for Mobile Devices ","language":[{"iso":"eng"}],"publication":"IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII","date_created":"2019-12-04T12:41:37Z"},{"citation":{"chicago-de":"Gillich, Eugen, Helene Dörksen und Volker Lohweg. 2014. Generation of robust optical paths – Color Processing for Mobile Devices. . 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","department":[{"_id":"DEP5023"}],"language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:39Z","year":2014,"user_id":"45673"},{"year":2014,"date_updated":"2023-03-15T13:49:39Z","user_id":"45673","date_created":"2019-12-04T09:59:31Z","title":"New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process.","department":[{"_id":"DEP5023"}],"publication_status":"published","language":[{"iso":"eng"}],"status":"public","author":[{"first_name":"Jürg","full_name":"Hofmann, Jürg","last_name":"Hofmann"},{"first_name":"Eugen","last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen"},{"first_name":"Helene","id":"46416","full_name":"Dörksen, Helene","last_name":"Dörksen"},{"first_name":"Daniel","full_name":"Chassot, Daniel","last_name":"Chassot"},{"first_name":"Johannes","full_name":"Schaede, Johannes","id":"2128","last_name":"Schaede"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"citation":{"van":"Hofmann J, Gillich E, Dörksen H, Chassot D, Schaede J, Türke T, et al. 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(2014): New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process., in: .","ama":"Hofmann J, Gillich E, Dörksen H, et al. New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process. In: ; 2014.","short":"J. Hofmann, E. Gillich, H. Dörksen, D. Chassot, J. Schaede, T. Türke, V. Lohweg, in: 2014.","chicago":"Hofmann, Jürg, Eugen Gillich, Helene Dörksen, Daniel Chassot, Johannes Schaede, Thomas Türke, and Volker Lohweg. “New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process.,” 2014.","mla":"Hofmann, Jürg, et al. New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process. 2014.","apa":"Hofmann, J., Gillich, E., Dörksen, H., Chassot, D., Schaede, J., Türke, T., & Lohweg, V. (2014). New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process.","din1505-2-1":"Hofmann, Jürg ; Gillich, Eugen ; Dörksen, Helene ; Chassot, Daniel ; Schaede, Johannes ; Türke, Thomas ; Lohweg, Volker: New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process. In: , 2014"},"_id":"2148","type":"conference"},{"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"}],"type":"conference","_id":"2129","citation":{"ieee":"V. Lohweg et al., “Banknote authentication with mobile devices,” in Media Watermarking, Security, and Forensics 2013, 2013.","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.","bjps":"Lohweg V et al. (2013) Banknote Authentication with Mobile Devices. Media Watermarking, Security, and Forensics 2013. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013.","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: Media Watermarking, Security, and Forensics 2013. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013. doi:https://doi.org/10.1117/12.2001444, .","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.","ufg":"Lohweg, Volker et. al. (2013): Banknote authentication with mobile devices, in: Media Watermarking, Security, and Forensics 2013, San Francisco, USA.","mla":"Lohweg, Volker, et al. “Banknote Authentication with Mobile Devices.” Media Watermarking, Security, and Forensics 2013, (03-07.02.2013) IST/SPIE Electronic Imaging 2013, 2013, doi:https://doi.org/10.1117/12.2001444.","ama":"Lohweg V, Dörksen H, Hoffmann JL, 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. doi:https://doi.org/10.1117/12.2001444","chicago":"Lohweg, Volker, Helene Dörksen, Jan Leif Hoffmann, Roland Hildebrand, Eugen Gillich, Johannes Schaede, and Jürg Hofmann. “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. https://doi.org/10.1117/12.2001444.","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.","din1505-2-1":"Lohweg, Volker ; Dörksen, Helene ; Hoffmann, Jan Leif ; Hildebrand, Roland ; Gillich, Eugen ; Schaede, Johannes ; Hofmann, Jürg: 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., & Hofmann, J. (2013). Banknote authentication with mobile devices. In Media Watermarking, Security, and Forensics 2013. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013. https://doi.org/10.1117/12.2001444"},"publisher":"(03-07.02.2013) IST/SPIE Electronic Imaging 2013","author":[{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"},{"first_name":"Helene","id":"46416","full_name":"Dörksen, Helene","last_name":"Dörksen"},{"full_name":"Hoffmann, Jan Leif","id":"46243","last_name":"Hoffmann","first_name":"Jan Leif"},{"id":"1639","full_name":"Hildebrand, Roland","last_name":"Hildebrand","first_name":"Roland"},{"first_name":"Eugen","last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706"},{"last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128","first_name":"Johannes"},{"full_name":"Hofmann, Jürg","last_name":"Hofmann","first_name":"Jürg"}],"status":"public","place":"San Francisco, USA","publication_status":"published","title":"Banknote authentication with mobile devices","department":[{"_id":"DEP5023"}],"doi":"https://doi.org/10.1117/12.2001444","language":[{"iso":"eng"}],"publication":"Media Watermarking, Security, and Forensics 2013","date_created":"2019-12-04T09:08:30Z","user_id":"45673","year":2013,"date_updated":"2023-03-15T13:49:38Z"},{"type":"journal_article","_id":"2104","citation":{"ieee":"V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J. L. Hoffmann, and J. Schaede, “Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. ,” Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, 2012.","van":"Lohweg V, Dörksen H, Gillich E, Hildebrand R, Hoffmann JL, Schaede J. Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on Optical Security and Counterfeit Detection III. 2012;","apa":"Lohweg, V., Dörksen, H., Gillich, E., Hildebrand, R., Hoffmann, J. L., & Schaede, J. (2012). Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on Optical Security and Counterfeit Detection III.","ama":"Lohweg V, Dörksen H, Gillich E, Hildebrand R, Hoffmann JL, Schaede J. Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on Optical Security and Counterfeit Detection III. 2012.","ufg":"Lohweg, Volker et. al. (2012): Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. , in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III.","havard":"V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J.L. Hoffmann, J. Schaede, Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. , Optical Document Security - The Conference on Optical Security and Counterfeit Detection III. (2012).","bjps":"Lohweg V et al. (2012) Mobile Devices for Banknote Authentication – Is It Possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on Optical Security and Counterfeit Detection III.","chicago-de":"Lohweg, Volker, Helene Dörksen, Eugen Gillich, Roland Hildebrand, Jan Leif Hoffmann und Johannes Schaede. 2012. Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on Optical Security and Counterfeit Detection III.","din1505-2-1":"Lohweg, Volker ; Dörksen, Helene ; Gillich, Eugen ; Hildebrand, Roland ; Hoffmann, Jan Leif ; Schaede, Johannes: Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. . In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III (2012)","mla":"Lohweg, Volker, et al. “Mobile Devices for Banknote Authentication – Is It Possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .” Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, 2012.","chicago":"Lohweg, Volker, Helene Dörksen, Eugen Gillich, Roland Hildebrand, Jan Leif Hoffmann, and Johannes Schaede. “Mobile Devices for Banknote Authentication – Is It Possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .” Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, 2012.","short":"V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J.L. Hoffmann, J. Schaede, Optical Document Security - The Conference on Optical Security and Counterfeit Detection III (2012)."},"abstract":[{"lang":"eng","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 concept [1] 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 appears to be obvious, to apply those smartphones for banknote authentication, especially for visually impaired persons. However, it has to be researched, whether those devices are capable of processing the data under the constraints of image quality and processing power. Our results show that it is in general possible to use such devices for banknote authentication applications."}],"author":[{"last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","first_name":"Volker"},{"last_name":"Dörksen","full_name":"Dörksen, Helene","id":"46416","first_name":"Helene"},{"last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706","first_name":"Eugen"},{"last_name":"Hildebrand","full_name":"Hildebrand, Roland","id":"1639","first_name":"Roland"},{"first_name":"Jan Leif","last_name":"Hoffmann","full_name":"Hoffmann, Jan Leif","id":"46243"},{"first_name":"Johannes","full_name":"Schaede, Johannes","id":"2128","last_name":"Schaede"}],"status":"public","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection III","date_created":"2019-12-03T06:34:28Z","title":"Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. ","department":[{"_id":"DEP5023"}],"language":[{"iso":"eng"}],"year":2012,"date_updated":"2023-03-15T13:49:38Z","keyword":["authentication","anti-counterfeit features","mobile device","smartphone","wavelet transform","pattern recognition","Sound-of-Intaglio"],"user_id":"45673"},{"author":[{"first_name":"Eugen","last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706"},{"first_name":"Roland","last_name":"Hildebrand","full_name":"Hildebrand, Roland","id":"1639"},{"last_name":"Hoffmann","full_name":"Hoffmann, Jan Leif","id":"46243","first_name":"Jan Leif"},{"first_name":"Helene","full_name":"Dörksen, Helene","id":"46416","last_name":"Dörksen"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"status":"public","abstract":[{"text":"Favored by hardware development, since the mid-2000s, cameras can be found in mobile phones. With the advent of the Apple iPhonethey are equipped with a multi-touch high-resolution display. Their included battery and low costs make them attractive for smart cameraapplications. This paper shows several scenarios, in which advantagesand disadvantages of smartphones are inspected. A real-life applicationis given, which shows that a phone of this kind can be used for printinspection and banknote authentication","lang":"eng"}],"publisher":"inIT-Institut für industrielle Informationstechnik","type":"conference","_id":"2116","citation":{"havard":"E. Gillich, R. Hildebrand, J.L. Hoffmann, H. Dörksen, V. Lohweg, Smartphones as Smart Cameras – Is It Possible?, in: BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.","ufg":"Gillich, Eugen et. al. (2012): Smartphones as Smart Cameras – Is It Possible?, in: BVAu 2012 - 3. Jahreskolloquium „Bildverarbeitung in der Automation“ Centrum Industrial IT, Lemgo,.","mla":"Gillich, Eugen, et al. “Smartphones as Smart Cameras – Is It Possible?” BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.","chicago":"Gillich, Eugen, Roland Hildebrand, Jan Leif Hoffmann, Helene Dörksen, and Volker Lohweg. “Smartphones as Smart Cameras – Is It Possible?” In BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik, 2012.","ama":"Gillich E, Hildebrand R, Hoffmann JL, Dörksen H, Lohweg V. Smartphones as Smart Cameras – Is It Possible? In: BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik; 2012.","short":"E. Gillich, R. Hildebrand, J.L. Hoffmann, H. Dörksen, V. Lohweg, in: BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.","din1505-2-1":"Gillich, Eugen ; Hildebrand, Roland ; Hoffmann, Jan Leif ; Dörksen, Helene ; Lohweg, Volker: Smartphones as Smart Cameras – Is It Possible? In: BVAu 2012 - 3. Jahreskolloquium „Bildverarbeitung in der Automation“ Centrum Industrial IT, Lemgo, : inIT-Institut für industrielle Informationstechnik, 2012","apa":"Gillich, E., Hildebrand, R., Hoffmann, J. L., Dörksen, H., & Lohweg, V. (2012). Smartphones as Smart Cameras – Is It Possible? In BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik.","ieee":"E. Gillich, R. Hildebrand, J. L. Hoffmann, H. Dörksen, and V. Lohweg, “Smartphones as Smart Cameras – Is It Possible?,” in BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung in der Automation” Centrum Industrial IT, Lemgo, 2012.","van":"Gillich E, Hildebrand R, Hoffmann JL, Dörksen H, Lohweg V. Smartphones as Smart Cameras – Is It Possible? In: BVAu 2012 - 3 Jahreskolloquium “Bildverarbeitung in der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik; 2012.","bjps":"Gillich E et al. (2012) Smartphones as Smart Cameras – Is It Possible? BVAu 2012 - 3. Jahreskolloquium ‘Bildverarbeitung in Der Automation’ Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik.","chicago-de":"Gillich, Eugen, Roland Hildebrand, Jan Leif Hoffmann, Helene Dörksen und Volker Lohweg. 2012. Smartphones as Smart Cameras – Is It Possible? In: BVAu 2012 - 3. Jahreskolloquium „Bildverarbeitung in der Automation“ Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik."},"user_id":"45673","year":2012,"date_updated":"2023-03-15T13:49:38Z","keyword":["smart camera","smartphones","banknotes","authentication"],"language":[{"iso":"eng"}],"publication_status":"published","department":[{"_id":"DEP5023"}],"title":"Smartphones as Smart Cameras – Is It Possible?","date_created":"2019-12-03T06:56:37Z","publication":"BVAu 2012 - 3. Jahreskolloquium \"Bildverarbeitung in der Automation\" Centrum Industrial IT, Lemgo,"},{"user_id":"45673","date_updated":"2023-03-15T13:49:38Z","year":2011,"language":[{"iso":"eng"}],"doi":"https://doi.org/10.1117/12.872357","publication_status":"published","title":"Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines","department":[{"_id":"DEP5023"}],"date_created":"2019-12-02T10:36:37Z","main_file_link":[{"url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/7877/787703/Real-time-wavelet-based-inline-banknote-in-bundle-counting-for/10.1117/12.872357.full?SSO=1"}],"publication":"IST/SPIE Electronic Imaging 2011 Conference","author":[{"last_name":"Petker","full_name":"Petker, Denis","first_name":"Denis"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"first_name":"Harald","full_name":"Willeke, Harald","last_name":"Willeke"},{"last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128","first_name":"Johannes"},{"first_name":"Eugen","full_name":"Gillich, Eugen","id":"1706","last_name":"Gillich"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","full_name":"Lohweg, Volker","id":"1804"}],"status":"public","abstract":[{"text":"Automatic banknote sheet cut-and-bundle machines are widely used within the scope of banknote production. Beside the cutting-and-bundling, which is a mature technology, image-processing-based quality inspection for this type of machine is attractive. We present in this work a new real-time Touchless Counting and perspective cutting blade quality insurance system, based on a Color-CCD-Camera and a dual-core Computer, for cut-and-bundle applications in banknote production. The system, which applies Wavelet-based multi-scale filtering is able to count banknotes inside a 100-bundle within 200-300 ms depending on the window size.","lang":"eng"}],"publisher":"San Francisco, California, United States","_id":"2096","type":"conference","citation":{"chicago-de":"Petker, Denis, Thomas Türke, Harald Willeke, Johannes Schaede, Eugen Gillich und Volker Lohweg. 2011. Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States. doi:https://doi.org/10.1117/12.872357, .","bjps":"Petker D et al. (2011) Real-Time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States.","ieee":"D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, and V. Lohweg, “Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines,” in IST/SPIE Electronic Imaging 2011 Conference, 2011.","van":"Petker D, Türke T, Willeke H, Schaede J, Gillich E, Lohweg V. Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States; 2011.","mla":"Petker, Denis, et al. “Real-Time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines.” IST/SPIE Electronic Imaging 2011 Conference, San Francisco, California, United States, 2011, doi:https://doi.org/10.1117/12.872357.","ama":"Petker D, Türke T, Willeke H, Schaede J, Gillich E, Lohweg V. Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States; 2011. doi:https://doi.org/10.1117/12.872357","short":"D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, V. Lohweg, in: IST/SPIE Electronic Imaging 2011 Conference, San Francisco, California, United States, 2011.","chicago":"Petker, Denis, Thomas Türke, Harald Willeke, Johannes Schaede, Eugen Gillich, and Volker Lohweg. “Real-Time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines.” In IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States, 2011. https://doi.org/10.1117/12.872357.","din1505-2-1":"Petker, Denis ; Türke, Thomas ; Willeke, Harald ; Schaede, Johannes ; Gillich, Eugen ; Lohweg, Volker: Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011 Conference : San Francisco, California, United States, 2011","apa":"Petker, D., Türke, T., Willeke, H., Schaede, J., Gillich, E., & Lohweg, V. (2011). Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In IST/SPIE Electronic Imaging 2011 Conference. San Francisco, California, United States. https://doi.org/10.1117/12.872357","havard":"D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, V. Lohweg, Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines, in: IST/SPIE Electronic Imaging 2011 Conference, San Francisco, California, United States, 2011.","ufg":"Petker, Denis et. al. (2011): Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines, in: IST/SPIE Electronic Imaging 2011 Conference."}},{"date_created":"2019-12-02T08:03:04Z","publication":"2. inIT KBA-Giori International Workshop on \"Detection of Banknote Forgeries\"","language":[{"iso":"eng"}],"department":[{"_id":"DEP5023"}],"title":"Intaglio Based Banknote Authentication","date_updated":"2023-03-15T13:49:38Z","year":2010,"user_id":"45673","publisher":"Orell Füssli, Zürich, 22-24 March 2010","citation":{"chicago-de":"Lohweg, Volker, Eugen Gillich, Stefan Glock, Uwe Mönks und Johannes Schaede. 2010. Intaglio Based Banknote Authentication. In: 2. inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“. Orell Füssli, Zürich, 22-24 March 2010.","bjps":"Lohweg V et al. (2010) Intaglio Based Banknote Authentication. 2. InIT KBA-Giori International Workshop on ‘Detection of Banknote Forgeries’. Orell Füssli, Zürich, 22-24 March 2010.","van":"Lohweg V, Gillich E, Glock S, Mönks U, Schaede J. Intaglio Based Banknote Authentication. In: 2 inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010; 2010.","ieee":"V. Lohweg, E. Gillich, S. Glock, U. Mönks, and J. Schaede, “Intaglio Based Banknote Authentication,” in 2. inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries,” 2010.","apa":"Lohweg, V., Gillich, E., Glock, S., Mönks, U., & Schaede, J. (2010). Intaglio Based Banknote Authentication. In 2. inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010.","din1505-2-1":"Lohweg, Volker ; Gillich, Eugen ; Glock, Stefan ; Mönks, Uwe ; Schaede, Johannes: Intaglio Based Banknote Authentication. In: 2. inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“ : Orell Füssli, Zürich, 22-24 March 2010, 2010","short":"V. Lohweg, E. Gillich, S. Glock, U. Mönks, J. Schaede, in: 2. InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries,” Orell Füssli, Zürich, 22-24 March 2010, 2010.","ama":"Lohweg V, Gillich E, Glock S, Mönks U, Schaede J. Intaglio Based Banknote Authentication. In: 2. InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010; 2010.","chicago":"Lohweg, Volker, Eugen Gillich, Stefan Glock, Uwe Mönks, and Johannes Schaede. “Intaglio Based Banknote Authentication.” In 2. InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010, 2010.","mla":"Lohweg, Volker, et al. “Intaglio Based Banknote Authentication.” 2. InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries,” Orell Füssli, Zürich, 22-24 March 2010, 2010.","ufg":"Lohweg, Volker et. al. (2010): Intaglio Based Banknote Authentication, in: 2. inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“.","havard":"V. Lohweg, E. Gillich, S. Glock, U. Mönks, J. Schaede, Intaglio Based Banknote Authentication, in: 2. InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries,” Orell Füssli, Zürich, 22-24 March 2010, 2010."},"_id":"2085","type":"conference","status":"public","author":[{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","full_name":"Lohweg, Volker","id":"1804"},{"last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706","first_name":"Eugen"},{"id":"44020","full_name":"Glock, Stefan","last_name":"Glock","first_name":"Stefan"},{"id":"1825","full_name":"Mönks, Uwe","last_name":"Mönks","first_name":"Uwe"},{"last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128","first_name":"Johannes"}]},{"publisher":"Centrum Industrial IT, Lemgo","type":"conference","_id":"2094","citation":{"chicago-de":"Gillich, Eugen und Volker Lohweg. 2010. Banknotenauthentifizierung. In: 1. Jahresolloquium „Bildverarbeitung in der Automation“. Centrum Industrial IT, Lemgo.","bjps":"Gillich E and Lohweg V (2010) Banknotenauthentifizierung. 1. Jahresolloquium ‘Bildverarbeitung in Der Automation’. Centrum Industrial IT, Lemgo.","van":"Gillich E, Lohweg V. Banknotenauthentifizierung. In: 1 Jahresolloquium “Bildverarbeitung in der Automation.” Centrum Industrial IT, Lemgo; 2010.","ieee":"E. Gillich and V. Lohweg, “Banknotenauthentifizierung,” in 1. Jahresolloquium “Bildverarbeitung in der Automation,” 2010.","apa":"Gillich, E., & Lohweg, V. (2010). Banknotenauthentifizierung. In 1. Jahresolloquium “Bildverarbeitung in der Automation.” Centrum Industrial IT, Lemgo.","din1505-2-1":"Gillich, Eugen ; Lohweg, Volker: Banknotenauthentifizierung. In: 1. Jahresolloquium „Bildverarbeitung in der Automation“ : Centrum Industrial IT, Lemgo, 2010","short":"E. Gillich, V. Lohweg, in: 1. Jahresolloquium “Bildverarbeitung in Der Automation,” Centrum Industrial IT, Lemgo, 2010.","chicago":"Gillich, Eugen, and Volker Lohweg. “Banknotenauthentifizierung.” In 1. Jahresolloquium “Bildverarbeitung in Der Automation.” Centrum Industrial IT, Lemgo, 2010.","ama":"Gillich E, Lohweg V. Banknotenauthentifizierung. In: 1. Jahresolloquium “Bildverarbeitung in Der Automation.” Centrum Industrial IT, Lemgo; 2010.","mla":"Gillich, Eugen, and Volker Lohweg. “Banknotenauthentifizierung.” 1. Jahresolloquium “Bildverarbeitung in Der Automation,” Centrum Industrial IT, Lemgo, 2010.","ufg":"Gillich, Eugen/Lohweg, Volker (2010): Banknotenauthentifizierung, in: 1. Jahresolloquium „Bildverarbeitung in der Automation“.","havard":"E. Gillich, V. Lohweg, Banknotenauthentifizierung, in: 1. Jahresolloquium “Bildverarbeitung in Der Automation,” Centrum Industrial IT, Lemgo, 2010."},"author":[{"last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen","first_name":"Eugen"},{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"status":"public","language":[{"iso":"eng"}],"department":[{"_id":"DEP5023"}],"title":"Banknotenauthentifizierung","date_created":"2019-12-02T10:11:29Z","publication":"1. Jahresolloquium \"Bildverarbeitung in der Automation\"","user_id":"45673","date_updated":"2023-03-15T13:49:38Z","year":2010},{"user_id":"45673","year":2009,"date_updated":"2023-03-15T13:49:38Z","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-642-03798-6_43"}],"date_created":"2019-11-29T14:35:35Z","status":"public","author":[{"full_name":"Glock, Stefan","id":"44020","last_name":"Glock","first_name":"Stefan"},{"id":"1706","full_name":"Gillich, Eugen","last_name":"Gillich","first_name":"Eugen"},{"first_name":"Johannes","last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128"},{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"place":"Berlin","editor":[{"first_name":"J.","last_name":"Denzler","full_name":"Denzler, J."},{"first_name":"G.","full_name":"Notni, G.","last_name":"Notni"},{"first_name":"H.","full_name":"Süße, H.","last_name":"Süße"}],"abstract":[{"lang":"eng","text":"Segmentation and feature extraction algorithms based on Wavelet Transform or Wavelet Packet Transform are established in pattern recognition. Especially in the field of texture analysis they are known to be practical. One difficulty of texture analysis was in the past the characterization of different printing processes. In this paper we present a new algorithmic concept to feature extraction of textures, printed by different printing techniques, without the necessity of a previous teaching phase. The typical characters of distinct printed textures are extracted by first order statistical moments of wavelet coefficients. The algorithm uses the 2D incomplete shift invariant Wavelet Packet Transform, resulting in a fast execution time of O(Nlog2(N)). Since the incomplete shift invariant Wavelet Packet Transform was exclusively defined for 1D-signals, it has been modified in this research. The application describes the detection of different printed security textures. "}],"volume":5748,"type":"book_chapter","_id":"2076","page":"422-431","keyword":["Discrete Wavelet Transform","Wavelet Transform","Wavelet Packet","Decomposition Level","Printing Technique"],"department":[{"_id":"DEP5023"}],"title":"Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform","publication_identifier":{"isbn":["978-3-642-03797-9"],"eisbn":["978-3-642-03798-6"]},"publication_status":"published","doi":"https://doi.org/10.1007/978-3-642-03798-6_43","publication":"Pattern Recognition","conference":{"name":"The 31st annual pattern recognition symposium of the German Association for Pattern Recognition DAGM (Deutsche Arbeitsgemeinschaft für Mustererkennung DAGM e.V.) September 9-11, 2009, accepted for publication","end_date":"2009-11-11","start_date":"2009-11-09"},"intvolume":" 5748","series_title":"Lecture Notes in Computer Science","citation":{"bjps":"Glock S et al. (2009) Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform. In Denzler J, Notni G and Süße H (eds), Pattern Recognition, vol. 5748. Berlin: Springer, pp. 422–431.","chicago-de":"Glock, Stefan, Eugen Gillich, Johannes Schaede und Volker Lohweg. 2009. Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In: Pattern Recognition, hg. von J. Denzler, G. Notni, und H. Süße, 5748:422–431. Lecture Notes in Computer Science. Berlin: Springer. doi:https://doi.org/10.1007/978-3-642-03798-6_43, .","ieee":"S. Glock, E. Gillich, J. Schaede, and V. Lohweg, “Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform,” in Pattern Recognition, vol. 5748, J. Denzler, G. Notni, and H. Süße, Eds. Berlin: Springer, 2009, pp. 422–431.","van":"Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In: Denzler J, Notni G, Süße H, editors. Pattern Recognition. Berlin: Springer; 2009. p. 422–31. (Lecture Notes in Computer Science; vol. 5748).","mla":"Glock, Stefan, et al. “Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform.” Pattern Recognition, edited by J. Denzler et al., vol. 5748, Springer, 2009, pp. 422–31, doi:https://doi.org/10.1007/978-3-642-03798-6_43.","short":"S. Glock, E. Gillich, J. Schaede, V. Lohweg, in: J. Denzler, G. Notni, H. Süße (Eds.), Pattern Recognition, Springer, Berlin, 2009, pp. 422–431.","ama":"Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In: Denzler J, Notni G, Süße H, eds. Pattern Recognition. Vol 5748. Lecture Notes in Computer Science. Berlin: Springer; 2009:422-431. doi:https://doi.org/10.1007/978-3-642-03798-6_43","chicago":"Glock, Stefan, Eugen Gillich, Johannes Schaede, and Volker Lohweg. “Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform.” In Pattern Recognition, edited by J. Denzler, G. Notni, and H. Süße, 5748:422–31. Lecture Notes in Computer Science. Berlin: Springer, 2009. https://doi.org/10.1007/978-3-642-03798-6_43.","din1505-2-1":"Glock, Stefan ; Gillich, Eugen ; Schaede, Johannes ; Lohweg, Volker: Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In: Denzler, J. ; Notni, G. ; Süße, H. (Hrsg.): Pattern Recognition, Lecture Notes in Computer Science. Bd. 5748. Berlin : Springer, 2009, S. 422–431","apa":"Glock, S., Gillich, E., Schaede, J., & Lohweg, V. (2009). Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In J. Denzler, G. Notni, & H. Süße (Eds.), Pattern Recognition (Vol. 5748, pp. 422–431). Berlin: Springer. https://doi.org/10.1007/978-3-642-03798-6_43","havard":"S. Glock, E. Gillich, J. Schaede, V. Lohweg, Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform, in: J. Denzler, G. Notni, H. Süße (Eds.), Pattern Recognition, Springer, Berlin, 2009: pp. 422–431.","ufg":"Glock, Stefan et. al. (2009): Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform, in: J. Denzler et. al. (Hgg.): Pattern Recognition (=Lecture Notes in Computer Science 5748), Berlin, S. 422–431."},"publisher":"Springer"},{"citation":{"chicago-de":"Lohweg, Volker, Eugen Gillich und Johannes Schaede. 2009. New Concepts in Banknote Authentication. In: inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009.","bjps":"Lohweg V, Gillich E and Schaede J (2009) New Concepts in Banknote Authentication. InIT KBA-Giori International Workshop on ‘Detection of Banknote Forgeries’, Blomberg, 10-12 August 2009.","mla":"Lohweg, Volker, et al. “New Concepts in Banknote Authentication.” InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","short":"V. Lohweg, E. Gillich, J. Schaede, in: InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","chicago":"Lohweg, Volker, Eugen Gillich, and Johannes Schaede. “New Concepts in Banknote Authentication.” In InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","din1505-2-1":"Lohweg, Volker ; Gillich, Eugen ; Schaede, Johannes: New Concepts in Banknote Authentication. In: inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009, 2009","ieee":"V. Lohweg, E. Gillich, and J. Schaede, “New Concepts in Banknote Authentication,” in inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","van":"Lohweg V, Gillich E, Schaede J. New Concepts in Banknote Authentication. In: inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009. 2009.","havard":"V. Lohweg, E. Gillich, J. Schaede, New Concepts in Banknote Authentication, in: InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","ufg":"Lohweg, Volker et. al. (2009): New Concepts in Banknote Authentication, in: inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009.","ama":"Lohweg V, Gillich E, Schaede J. New Concepts in Banknote Authentication. In: InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009. ; 2009.","apa":"Lohweg, V., Gillich, E., & Schaede, J. (2009). New Concepts in Banknote Authentication. In inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009."},"_id":"2078","type":"conference","status":"public","author":[{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"},{"full_name":"Gillich, Eugen","id":"1706","last_name":"Gillich","first_name":"Eugen"},{"last_name":"Schaede","id":"2128","full_name":"Schaede, Johannes","first_name":"Johannes"}],"publication":"inIT KBA-Giori International Workshop on \"Detection of Banknote Forgeries\", Blomberg, 10-12 August 2009","date_created":"2019-11-29T14:46:08Z","department":[{"_id":"DEP5023"}],"title":"New Concepts in Banknote Authentication","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:38Z","year":2009,"user_id":"45673"}]