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Creating a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. ; 2020.","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.","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.","bjps":"Funk M et al. (2020) Creating a Self-Authentication System for Smart Banknotes. ODS 2020 Review. San Francisco, USA.","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.","ufg":"Funk, Mark u. a.: Creating a Self-authentication System for Smart Banknotes, in: o. Hg.: ODS 2020 Review, San Francisco, USA. 2020.","mla":"Funk, Mark, et al. “Creating a Self-Authentication System for Smart Banknotes.” ODS 2020 Review, 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.","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.","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","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."},"year":"2020","title":"Creating a Self-authentication System for Smart Banknotes","user_id":"83781","date_created":"2019-11-22T12:51:11Z","department":[{"_id":"DEP5023"},{"_id":"DEP4027"}],"main_file_link":[{"url":"https://opticaldigitalsecurity.com/downloads"}],"date_updated":"2024-05-17T13:23:21Z"},{"_id":"1992","language":[{"iso":"eng"}],"place":"San Francisco, California","author":[{"id":"58460","last_name":"Meier","first_name":"Philip","full_name":"Meier, Philip"},{"id":"1804","last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker"},{"id":"46416","last_name":"Dörksen","first_name":"Helene","full_name":"Dörksen, Helene"},{"id":"2128","last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes"}],"publication":"Optical Document Security (ODS)","status":"public","title":"Intaglio Style Transfer – Partially Automating the Intaglio Image Creation","user_id":"68554","date_updated":"2023-03-15T13:49:38Z","department":[{"_id":"DEP5023"}],"date_created":"2019-11-22T12:51:12Z","type":"conference","citation":{"apa":"Meier, P., Lohweg, V., Dörksen, H., & Schaede, J. (2020). Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. In Optical Document Security (ODS). San Francisco, California.","bjps":"Meier P et al. (2020) Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. Optical Document Security (ODS). San Francisco, California.","ufg":"Meier, Philip et. al. (2020): Intaglio Style Transfer – Partially Automating the Intaglio Image Creation, in: Optical Document Security (ODS), San Francisco, California.","chicago-de":"Meier, Philip, Volker Lohweg, Helene Dörksen und Johannes Schaede. 2020. Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. In: Optical Document Security (ODS). San Francisco, California.","din1505-2-1":"Meier, Philip ; Lohweg, Volker ; Dörksen, Helene ; Schaede, Johannes: Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. In: Optical Document Security (ODS). San Francisco, California, 2020","havard":"P. Meier, V. Lohweg, H. Dörksen, J. Schaede, Intaglio Style Transfer – Partially Automating the Intaglio Image Creation, in: Optical Document Security (ODS), San Francisco, California, 2020.","short":"P. Meier, V. Lohweg, H. Dörksen, J. Schaede, in: Optical Document Security (ODS), San Francisco, California, 2020.","van":"Meier P, Lohweg V, Dörksen H, Schaede J. Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. In: Optical Document Security (ODS). San Francisco, California; 2020.","ieee":"P. Meier, V. Lohweg, H. Dörksen, and J. Schaede, “Intaglio Style Transfer – Partially Automating the Intaglio Image Creation,” in Optical Document Security (ODS), 2020.","mla":"Meier, Philip, et al. “Intaglio Style Transfer – Partially Automating the Intaglio Image Creation.” Optical Document Security (ODS), 2020.","chicago":"Meier, Philip, Volker Lohweg, Helene Dörksen, and Johannes Schaede. “Intaglio Style Transfer – Partially Automating the Intaglio Image Creation.” In Optical Document Security (ODS). San Francisco, California, 2020.","ama":"Meier P, Lohweg V, Dörksen H, Schaede J. Intaglio Style Transfer – Partially Automating the Intaglio Image Creation. In: Optical Document Security (ODS). San Francisco, California; 2020."},"year":2020},{"title":"smartBN—Intelligent Protection and Authentication in Payment Transactions by Smart Banknotes","date_updated":"2024-05-17T13:04:57Z","date_created":"2019-11-25T08:35:52Z","department":[{"_id":"DEP5023"},{"_id":"DEP4027"}],"user_id":"83781","type":"conference","citation":{"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","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.","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.","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.","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;","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.","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.","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."},"conference":{"location":"San Francisco, USA","start_date":"2018-01-29","end_date":"2018-01-31","name":"XII. Optical Document Security (ODS)Conference"},"year":"2018","_id":"2011","language":[{"iso":"eng"}],"publication_status":"submitted","place":" CA, USA","author":[{"id":"1804","last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker"},{"last_name":"Funk","full_name":"Funk, Mark","first_name":"Mark","id":"52473"},{"first_name":"Matthias","full_name":"Scharf, Matthias","last_name":"Scharf","id":"65179"},{"last_name":"Dörksen","full_name":"Dörksen, Helene","first_name":"Helene","id":"46416"},{"id":"12231","last_name":"Danneel","full_name":"Danneel, Hans-Jürgen","first_name":"Hans-Jürgen"},{"first_name":"Michael","full_name":"Hübner, Michael","last_name":"Hübner"},{"id":"2128","last_name":"Schaede","first_name":"Johannes","full_name":"Schaede, Johannes"},{"full_name":"Thony, Emmanuel","first_name":"Emmanuel","last_name":"Thony"},{"last_name":"Knobloch","first_name":"Alexander","full_name":"Knobloch, Alexander"},{"full_name":"Lee, Dinh Khoi","first_name":"Dinh Khoi","last_name":"Lee"},{"full_name":"Mönks, Uwe","first_name":"Uwe","last_name":"Mönks","id":"1825"},{"id":"1706","first_name":"Eugen","full_name":"Gillich, Eugen","last_name":"Gillich"}],"publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection XII San Francisco","status":"public"},{"author":[{"id":"1706","last_name":"Gillich","full_name":"Gillich, Eugen","first_name":"Eugen"},{"id":"46243","full_name":"Hoffmann, Jan Leif","first_name":"Jan Leif","last_name":"Hoffmann"},{"last_name":"Dörksen","full_name":"Dörksen, Helene","first_name":"Helene","id":"46416"},{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"},{"id":"2128","first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede"}],"place":"San Francisco, CA, USA ","language":[{"iso":"eng"}],"_id":"2040","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."}],"status":"public","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V","department":[{"_id":"DEP5023"}],"date_created":"2019-11-26T14:43:20Z","date_updated":"2023-03-15T13:49:38Z","user_id":"74004","title":"Data Collection Unit – A Platform for Printing Process Authentication","year":2016,"type":"conference","citation":{"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.","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 .","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 .","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 .","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.","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.","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","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 .","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.","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.","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.","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."}},{"date_created":"2019-11-26T14:43:21Z","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","user_id":"68554","title":"Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools","year":2016,"type":"conference","citation":{"chicago":"Schaede, Johannes, Volker Lohweg, and Alexander Knobloch. “Banknote Cash Challenges Met by Advancing Low Cost Image Analysis Tools.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA, 2016.","mla":"Schaede, Johannes, et al. “Banknote Cash Challenges Met by Advancing Low Cost Image Analysis Tools.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","ama":"Schaede J, Lohweg V, Knobloch A. Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.","van":"Schaede J, Lohweg V, Knobloch A. Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.","ieee":"J. Schaede, V. Lohweg, and A. Knobloch, “Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools,” in Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, 2016.","short":"J. Schaede, V. Lohweg, A. Knobloch, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA, 2016.","havard":"J. Schaede, V. Lohweg, A. Knobloch, Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA, 2016.","din1505-2-1":"Schaede, Johannes ; Lohweg, Volker ; Knobloch, Alexander: Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA, 2016","ufg":"Schaede, Johannes et. al. (2016): Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V, San Francisco, CA, USA.","chicago-de":"Schaede, Johannes, Volker Lohweg und Alexander Knobloch. 2016. Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA.","bjps":"Schaede J, Lohweg V and Knobloch A (2016) Banknote Cash Challenges Met by Advancing Low Cost Image Analysis Tools. Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA.","apa":"Schaede, J., Lohweg, V., & Knobloch, A. (2016). Banknote Cash Challenges met by advancing Low Cost Image Analysis Tools. In Optical Document Security - The Conference on Optical Security and Counterfeit Detection V. San Francisco, CA, USA."},"author":[{"first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128"},{"first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804"},{"last_name":"Knobloch","first_name":"Alexander","full_name":"Knobloch, Alexander"}],"place":"San Francisco, CA, USA","language":[{"iso":"eng"}],"_id":"2041","status":"public","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V"},{"title":"Detection of Commercial Offset Printing in Counterfeited Banknotes","date_updated":"2023-03-15T13:49:38Z","department":[{"_id":"DEP5023"}],"date_created":"2019-11-26T14:43:23Z","user_id":"74004","type":"conference","citation":{"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","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.","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.","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.","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.","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.","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.","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.","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.","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.","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.","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."},"year":2016,"_id":"2042","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"}],"language":[{"iso":"eng"}],"place":"San Francisco, CA, USA","author":[{"id":"52097","first_name":"Anton","full_name":"Pfeifer, Anton","last_name":"Pfeifer"},{"last_name":"Gillich","full_name":"Gillich, Eugen","first_name":"Eugen","id":"1706"},{"last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"},{"id":"2128","last_name":"Schaede","first_name":"Johannes","full_name":"Schaede, Johannes"}],"publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection V","status":"public"},{"status":"public","author":[{"last_name":"Hofmann","full_name":"Hofmann, Jürg","first_name":"Jürg"},{"full_name":"Gillich, Eugen","first_name":"Eugen","last_name":"Gillich","id":"1706"},{"id":"46416","full_name":"Dörksen, Helene","first_name":"Helene","last_name":"Dörksen"},{"full_name":"Chassot, Daniel","first_name":"Daniel","last_name":"Chassot"},{"last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes","id":"2128"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"id":"1804","first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"publication_status":"published","_id":"2148","language":[{"iso":"eng"}],"year":2014,"citation":{"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","van":"Hofmann J, Gillich E, Dörksen H, Chassot D, Schaede J, Türke T, et al. New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process. In 2014.","ieee":"J. Hofmann et al., “New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process.,” 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.","chicago-de":"Hofmann, Jürg, Eugen Gillich, Helene Dörksen, Daniel Chassot, Johannes Schaede, Thomas Türke und Volker Lohweg. 2014. New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process. In: .","ufg":"Hofmann, Jürg et. al. (2014): New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process., in: .","bjps":"Hofmann J et al. (2014) New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process.","havard":"J. Hofmann, E. Gillich, H. Dörksen, D. Chassot, J. Schaede, T. Türke, V. Lohweg, 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.","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."},"type":"conference","user_id":"45673","date_updated":"2023-03-15T13:49:39Z","date_created":"2019-12-04T09:59:31Z","department":[{"_id":"DEP5023"}],"title":"New Strategies in Image Processing for Standardized Intaglio Quality Analysis in the Printing Process."},{"type":"conference","citation":{"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.","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.","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.","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.","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","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.","ufg":"Lohweg, Volker et. al. (2013): Banknote authentication with mobile devices, in: Media Watermarking, Security, and Forensics 2013, San Francisco, USA.","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, .","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","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."},"year":2013,"doi":"https://doi.org/10.1117/12.2001444","title":"Banknote authentication with mobile devices","user_id":"45673","date_updated":"2023-03-15T13:49:38Z","date_created":"2019-12-04T09:08:30Z","department":[{"_id":"DEP5023"}],"publication":"Media Watermarking, Security, and Forensics 2013","status":"public","publication_status":"published","_id":"2129","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 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."}],"language":[{"iso":"eng"}],"publisher":"(03-07.02.2013) IST/SPIE Electronic Imaging 2013","place":"San Francisco, USA","author":[{"first_name":"Volker","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","id":"1804"},{"last_name":"Dörksen","first_name":"Helene","full_name":"Dörksen, Helene","id":"46416"},{"id":"46243","last_name":"Hoffmann","first_name":"Jan Leif","full_name":"Hoffmann, Jan Leif"},{"full_name":"Hildebrand, Roland","first_name":"Roland","last_name":"Hildebrand","id":"1639"},{"last_name":"Gillich","first_name":"Eugen","full_name":"Gillich, Eugen","id":"1706"},{"last_name":"Schaede","first_name":"Johannes","full_name":"Schaede, Johannes","id":"2128"},{"full_name":"Hofmann, Jürg","first_name":"Jürg","last_name":"Hofmann"}]},{"user_id":"45673","department":[{"_id":"DEP5023"}],"date_created":"2019-12-03T06:34:28Z","date_updated":"2023-03-15T13:49:38Z","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. ","year":2012,"type":"journal_article","citation":{"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.","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;","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.","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)","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.","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).","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.","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."},"author":[{"id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"},{"full_name":"Dörksen, Helene","first_name":"Helene","last_name":"Dörksen","id":"46416"},{"id":"1706","first_name":"Eugen","full_name":"Gillich, Eugen","last_name":"Gillich"},{"last_name":"Hildebrand","full_name":"Hildebrand, Roland","first_name":"Roland","id":"1639"},{"id":"46243","first_name":"Jan Leif","full_name":"Hoffmann, Jan Leif","last_name":"Hoffmann"},{"last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes","id":"2128"}],"language":[{"iso":"eng"}],"_id":"2104","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 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.","lang":"eng"}],"keyword":["authentication","anti-counterfeit features","mobile device","smartphone","wavelet transform","pattern recognition","Sound-of-Intaglio"],"status":"public","publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection III"},{"title":"Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines","doi":"https://doi.org/10.1117/12.872357","department":[{"_id":"DEP5023"}],"date_created":"2019-12-02T10:36:37Z","date_updated":"2023-03-15T13:49:38Z","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"}],"user_id":"45673","type":"conference","citation":{"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.","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.","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.","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","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","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.","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","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, .","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.","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.","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."},"year":2011,"language":[{"iso":"eng"}],"_id":"2096","abstract":[{"lang":"eng","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."}],"publication_status":"published","publisher":"San Francisco, California, United States","author":[{"first_name":"Denis","full_name":"Petker, Denis","last_name":"Petker"},{"first_name":"Thomas","full_name":"Türke, Thomas","last_name":"Türke"},{"last_name":"Willeke","full_name":"Willeke, Harald","first_name":"Harald"},{"last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes","id":"2128"},{"full_name":"Gillich, Eugen","first_name":"Eugen","last_name":"Gillich","id":"1706"},{"last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"}],"publication":"IST/SPIE Electronic Imaging 2011 Conference","status":"public"},{"_id":"2098","language":[{"iso":"eng"}],"author":[{"id":"44020","last_name":"Glock","first_name":"Stefan","full_name":"Glock, Stefan"},{"first_name":"Karl","full_name":"Voth, Karl","last_name":"Voth"},{"full_name":"Schaede, Johannes","first_name":"Johannes","last_name":"Schaede","id":"2128"},{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"}],"status":"public","title":"A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing","department":[{"_id":"DEP5023"}],"date_created":"2019-12-02T10:40:20Z","date_updated":"2023-03-15T13:49:38Z","user_id":"45673","citation":{"din1505-2-1":"Glock, Stefan ; Voth, Karl ; Schaede, Johannes ; Lohweg, Volker: A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing. In: , 2011","havard":"S. Glock, K. Voth, J. Schaede, V. Lohweg, A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing, in: 2011.","apa":"Glock, S., Voth, K., Schaede, J., & Lohweg, V. (2011). A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing.","chicago-de":"Glock, Stefan, Karl Voth, Johannes Schaede und Volker Lohweg. 2011. A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing. In: .","ufg":"Glock, Stefan et. al. (2011): A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing, in: .","bjps":"Glock S et al. (2011) A Framework for Possibilistic Multi-Source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing.","ieee":"S. Glock, K. Voth, J. Schaede, and V. Lohweg, “A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing,” 2011.","van":"Glock S, Voth K, Schaede J, Lohweg V. A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing. In 2011.","ama":"Glock S, Voth K, Schaede J, Lohweg V. A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing. In: ; 2011.","mla":"Glock, Stefan, et al. A Framework for Possibilistic Multi-Source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing. 2011.","chicago":"Glock, Stefan, Karl Voth, Johannes Schaede, and Volker Lohweg. “A Framework for Possibilistic Multi-Source Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing,” 2011.","short":"S. Glock, K. Voth, J. Schaede, V. Lohweg, in: 2011."},"type":"conference","year":2011},{"_id":"2084","language":[{"iso":"eng"}],"author":[{"full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804"},{"full_name":"Schaede, Johannes","first_name":"Johannes","last_name":"Schaede","id":"2128"}],"publication":"Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010","status":"public","title":"Document Production and Verification by Optimization of Feature Platform Exploitation","user_id":"45673","date_created":"2019-12-02T08:01:27Z","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","citation":{"din1505-2-1":"Lohweg, Volker ; Schaede, Johannes: Document Production and Verification by Optimization of Feature Platform Exploitation. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010","apa":"Lohweg, V., & Schaede, J. (2010). Document Production and Verification by Optimization of Feature Platform Exploitation. In Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010.","chicago":"Lohweg, Volker, and Johannes Schaede. “Document Production and Verification by Optimization of Feature Platform Exploitation.” In Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010.","mla":"Lohweg, Volker, and Johannes Schaede. “Document Production and Verification by Optimization of Feature Platform Exploitation.” Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010.","ieee":"V. Lohweg and J. Schaede, “Document Production and Verification by Optimization of Feature Platform Exploitation,” in Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010.","van":"Lohweg V, Schaede J. Document Production and Verification by Optimization of Feature Platform Exploitation. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010. 2010.","havard":"V. Lohweg, J. Schaede, Document Production and Verification by Optimization of Feature Platform Exploitation, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010.","chicago-de":"Lohweg, Volker und Johannes Schaede. 2010. Document Production and Verification by Optimization of Feature Platform Exploitation. 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Schaede, in: Optical Document Security - The Conference on Optical Security and Counterfeit Detection, San Francisco, CA, USA, January 20-22, 2010, 2010."},"type":"conference","year":2010},{"status":"public","publication":"2. inIT KBA-Giori International Workshop on \"Detection of Banknote Forgeries\"","author":[{"last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"},{"id":"1706","first_name":"Eugen","full_name":"Gillich, Eugen","last_name":"Gillich"},{"full_name":"Glock, Stefan","first_name":"Stefan","last_name":"Glock","id":"44020"},{"last_name":"Mönks","first_name":"Uwe","full_name":"Mönks, Uwe","id":"1825"},{"first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128"}],"publisher":"Orell Füssli, Zürich, 22-24 March 2010","_id":"2085","language":[{"iso":"eng"}],"year":2010,"type":"conference","citation":{"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","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.","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.","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.","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.","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.","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.","ufg":"Lohweg, Volker et. al. (2010): Intaglio Based Banknote Authentication, in: 2. inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“.","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.","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."},"user_id":"45673","date_created":"2019-12-02T08:03:04Z","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","title":"Intaglio Based Banknote Authentication"},{"type":"conference","citation":{"apa":"Lohweg, V., Li, R., Türke, T., Willeke, H., & Schaede, J. (2009). FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication. https://doi.org/10.1117/12.805427","din1505-2-1":"Lohweg, Volker ; Li, Rui ; Türke, Thomas ; Willeke, Harald ; Schaede, Johannes: FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication, 2009","mla":"Lohweg, Volker, et al. “FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing.” 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009, 2009, doi:https://doi.org/10.1117/12.805427.","chicago":"Lohweg, Volker, Rui Li, Thomas Türke, Harald Willeke, and Johannes Schaede. “FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing.” In 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication, 2009. https://doi.org/10.1117/12.805427.","van":"Lohweg V, Li R, Türke T, Willeke H, Schaede J. FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication; 2009.","ieee":"V. Lohweg, R. Li, T. Türke, H. Willeke, and J. Schaede, “FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing,” in 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009, 2009.","bjps":"Lohweg V et al. (2009) FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing. 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication.","ufg":"Lohweg, Volker et. al. (2009): FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing, in: 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,, San Jose, California USA. Accepted for publication.","chicago-de":"Lohweg, Volker, Rui Li, Thomas Türke, Harald Willeke und Johannes Schaede. 2009. FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: 21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication. doi:https://doi.org/10.1117/12.805427, .","havard":"V. Lohweg, R. Li, T. Türke, H. Willeke, J. Schaede, FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing, in: 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009, San Jose, California USA. Accepted for publication, 2009.","short":"V. Lohweg, R. Li, T. Türke, H. Willeke, J. Schaede, in: 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009, San Jose, California USA. Accepted for publication, 2009.","ama":"Lohweg V, Li R, Türke T, Willeke H, Schaede J. FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: 21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,. San Jose, California USA. Accepted for publication; 2009. doi:https://doi.org/10.1117/12.805427"},"year":2009,"title":"FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing","doi":"https://doi.org/10.1117/12.805427","main_file_link":[{"url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/7251/72510S/FPGA-based-multisensor-real-time-machine-vision-for-banknote-printing/10.1117/12.805427.full"}],"date_updated":"2023-03-15T13:49:38Z","date_created":"2019-11-29T14:33:24Z","department":[{"_id":"DEP5023"}],"user_id":"45673","publication":"21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,","status":"public","language":[{"iso":"eng"}],"_id":"2075","abstract":[{"text":"Automatic sheet inspection in banknote production has been used as a standard quality control tool for more than a decade. As more and more print techniques and new security features are established, total quality in bank note printing must be guaranteed. This aspect has a direct impact on the research and development for bank note inspection systems in general in the sense of technological sustainability. It is accepted, that print defects are generated not only by printing parameter changes, but also by mechanical machine parameter changes, which will change unnoticed in production. Therefore, a new concept for a multi-sensory adaptive learning and classification model based on Fuzzy-Pattern- Classifiers for data inspection and machine conditioning is proposed. A general aim is to improve the known inspection techniques and propose an inspection methodology that can ensure a comprehensive quality control of the printed substrates processed by printing presses, especially printing presses which are designed to process substrates used in the course of the production of banknotes, security documents and others. Therefore, the research and development work in this area necessitates a change in concept for banknote inspection in general. In this paper a new generation of FPGA (Field Programmable Gate Array) based real time inspection technology is presented, which allows not only colour inspection on banknote sheets, but has also the implementation flexibility for various inspection algorithms for security features, such as window threads, embedded threads, OVDs, watermarks, screen printing etc., and multi-sensory data processing. A variety of algorithms is described in the paper, which are designed for and implemented on FPGAs. The focus is based on algorithmic approaches","lang":"eng"}],"publication_status":"published","author":[{"id":"1804","last_name":"Lohweg","orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","first_name":"Volker"},{"id":"2000","full_name":"Li, Rui","first_name":"Rui","last_name":"Li"},{"last_name":"Türke","first_name":"Thomas","full_name":"Türke, Thomas"},{"last_name":"Willeke","first_name":"Harald","full_name":"Willeke, Harald"},{"first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128"}],"place":"San Jose, California USA. Accepted for publication"},{"abstract":[{"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. ","lang":"eng"}],"publication_status":"published","author":[{"last_name":"Glock","first_name":"Stefan","full_name":"Glock, Stefan","id":"44020"},{"id":"1706","full_name":"Gillich, Eugen","first_name":"Eugen","last_name":"Gillich"},{"id":"2128","full_name":"Schaede, Johannes","first_name":"Johannes","last_name":"Schaede"},{"id":"1804","last_name":"Lohweg","orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker"}],"publisher":"Springer","publication":"Pattern Recognition","status":"public","title":"Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform","intvolume":" 5748","volume":5748,"publication_identifier":{"isbn":["978-3-642-03797-9"],"eisbn":["978-3-642-03798-6"]},"language":[{"iso":"eng"}],"_id":"2076","place":"Berlin","page":"422-431","keyword":["Discrete Wavelet Transform","Wavelet Transform","Wavelet Packet","Decomposition Level","Printing Technique"],"series_title":"Lecture Notes in Computer Science","doi":"https://doi.org/10.1007/978-3-642-03798-6_43","date_created":"2019-11-29T14:35:35Z","department":[{"_id":"DEP5023"}],"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-642-03798-6_43"}],"date_updated":"2023-03-15T13:49:38Z","user_id":"45673","citation":{"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.","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","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","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.","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.","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, .","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.","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."},"type":"book_chapter","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"},"year":2009,"editor":[{"first_name":"J.","full_name":"Denzler, J.","last_name":"Denzler"},{"full_name":"Notni, G.","first_name":"G.","last_name":"Notni"},{"last_name":"Süße","first_name":"H.","full_name":"Süße, H."}]},{"status":"public","publication":"inIT KBA-Giori International Workshop on \"Detection of Banknote Forgeries\", Blomberg, 10-12 August 2009","author":[{"id":"1804","first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"},{"last_name":"Gillich","full_name":"Gillich, Eugen","first_name":"Eugen","id":"1706"},{"full_name":"Schaede, Johannes","first_name":"Johannes","last_name":"Schaede","id":"2128"}],"_id":"2078","language":[{"iso":"eng"}],"year":2009,"type":"conference","citation":{"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.","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.","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.","short":"V. Lohweg, E. Gillich, J. Schaede, 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","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.","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.","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.","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.","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."},"user_id":"45673","date_created":"2019-11-29T14:46:08Z","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","title":"New Concepts in Banknote Authentication"},{"title":"A New Concept on Quality Inspection and Machine Conditioning for Security Prints","user_id":"45673","date_created":"2019-11-29T14:02:12Z","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","citation":{"apa":"Dyck, W., Türke, T., Schaede, J., & Lohweg, V. (2008). A New Concept on Quality Inspection and Machine Conditioning for Security Prints. Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA.","din1505-2-1":"Dyck, Walter ; Türke, Thomas ; Schaede, Johannes ; Lohweg, Volker: A New Concept on Quality Inspection and Machine Conditioning for Security Prints. In: Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA (2008)","mla":"Dyck, Walter, et al. “A New Concept on Quality Inspection and Machine Conditioning for Security Prints.” Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA, 2008.","chicago":"Dyck, Walter, Thomas Türke, Johannes Schaede, and Volker Lohweg. “A New Concept on Quality Inspection and Machine Conditioning for Security Prints.” Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA, 2008.","van":"Dyck W, Türke T, Schaede J, Lohweg V. A New Concept on Quality Inspection and Machine Conditioning for Security Prints. Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA. 2008;","ieee":"W. Dyck, T. Türke, J. Schaede, and V. Lohweg, “A New Concept on Quality Inspection and Machine Conditioning for Security Prints,” Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA, 2008.","chicago-de":"Dyck, Walter, Thomas Türke, Johannes Schaede und Volker Lohweg. 2008. A New Concept on Quality Inspection and Machine Conditioning for Security Prints. Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA.","ufg":"Dyck, Walter et. al. (2008): A New Concept on Quality Inspection and Machine Conditioning for Security Prints, in: Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA.","bjps":"Dyck W et al. (2008) A New Concept on Quality Inspection and Machine Conditioning for Security Prints. Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA.","havard":"W. Dyck, T. Türke, J. Schaede, V. Lohweg, A New Concept on Quality Inspection and Machine Conditioning for Security Prints, Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA. (2008).","short":"W. Dyck, T. Türke, J. Schaede, V. Lohweg, Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA (2008).","ama":"Dyck W, Türke T, Schaede J, Lohweg V. A New Concept on Quality Inspection and Machine Conditioning for Security Prints. Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA. 2008."},"type":"journal_article","year":2008,"_id":"2069","abstract":[{"lang":"eng","text":"During printed product manufacturing, measures are taken to ensure a certain level of printing quality and security via authentification methods. This is particularly true in the field of security printing, where the quality standards, which must be reached by the end-products, i.e. banknotes, security documents and the like, are very high. It is accepted, that print defects are generated because printing parameters but also machine parameters will change unnoticed in production. Therefore, a new concept for a multi-sensory adaptive learning and classification model based on Fuzzy-Pattern-Classifiers for data inspection, authentification and machine conditioning is proposed. This kind of inspection concept, which combines optical, acoustical and other machine information, produces a large amount of data, which leads to multivariate methods for data analysis. Multivariate methods are useful for analysis of large and complex data sets that consist of many variables measured on large numbers of physical data. A general aim is to improve the known inspection techniques and propose an inspection methodology that can ensure a comprehensive quality control of the printed substrates processed by printing presses, especially printing presses which are designed to process substrates used in the course of the production of banknotes, security documents and others. "}],"language":[{"iso":"eng"}],"author":[{"full_name":"Dyck, Walter","first_name":"Walter","last_name":"Dyck"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128"},{"id":"1804","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","full_name":"Lohweg, Volker"}],"publication":"Optical Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International Publishers and Consultants, San Francisco, CA, USA","keyword":["authentification","anti-counterfeit features","inspection","quality","sensor fusion","pattern recognition"],"status":"public"},{"status":"public","abstract":[{"lang":"eng","text":"The production of printing goods is laborious. Furthermore, the print quality, especially in banknotes, must be assured. It is accepted, that print defects are generated because printing parameters, also machine parameters can change unnoticed. Therefore, a combined concept for a multi-sensory learning and classification model based on new adaptive fuzzy-pattern-classifiers for data inspection is proposed. This inspection concept, which combines optical, acoustical and other machine information, comes up with a large amount of data, which leads to multivariate methods for data analysis. Multivariate methods are useful for analysis of large and complex data sets that consist of many variables measured on large numbers of physical data."}],"publication_status":"published","author":[{"last_name":"Dyck","full_name":"Dyck, Walter","first_name":"Walter"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"id":"2128","last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes"},{"first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804"}],"publisher":"MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING","publication_identifier":{"eisbn":["978-1-4244-1566-3"],"unknown":["2378-928X "],"issn":["1551-2541 "],"isbn":["978-1-4244-1565-6"]},"title":"A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion","page":"accepted for publication","keyword":["Sensor fusion","Inspection","Optical sensors","Printing machinery","Data security","Data analysis","Production","Degradation","Principal component analysis","Karhunen-Loeve transforms"],"language":[{"iso":"eng"}],"_id":"2068","place":"Thessaloniki, Greece","type":"conference","citation":{"ama":"Dyck W, Türke T, Schaede J, Lohweg V. 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As more and more print techniques and new security features will be established, total quality security, authenticity and bank note printing must be assured. Therefore, this factor necessitates amplification of a sensorial concept in general. We propose a concept for both authenticity checking and inspection methods for pattern recognition and classification for securities and banknotes, which is based on the concept of sensor fusion and fuzzy interpretation of data measures. In the approach different methods of authenticity analysis and print flaw detection are combined, which can be used for vending or sorting machines, as well as for printing machines. Usually only the existence or appearance of colours and their textures are checked by cameras. Our method combines the visible camera images with IR-spectral sensitive sensors, acoustical and other measurements like temperature and pressure of printing machines."}],"_id":"2060","language":[{"iso":"eng"}],"publisher":"SPIE","author":[{"id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg"},{"id":"2128","last_name":"Schaede","full_name":"Schaede, Johannes","first_name":"Johannes"},{"last_name":"Türke","first_name":"Thomas","full_name":"Türke, Thomas"}],"publication":"IS&T/SPIE 18th Annual Symposium on Electronic Imaging - Optical Security and Counterfeit Deterrence Techniques VI, Proceedings(18) SPIE, Feb 2006. ","status":"public"},{"publisher":"SPIE Newsroom, The International Society for Optical Engineering","author":[{"first_name":"Johannes","full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","full_name":"Lohweg, Volker","first_name":"Volker","id":"1804"}],"_id":"2061","language":[{"iso":"eng"}],"status":"public","main_file_link":[{"url":"https://spie.org/news/0202-acoustical-measurements-improve-print-flaw-detection-and-authenticity-checking?ArticleID=x8758","open_access":"1"}],"date_updated":"2023-03-15T13:49:38Z","date_created":"2019-11-29T13:31:39Z","department":[{"_id":"DEP5023"}],"user_id":"45673","title":"Acoustical measurements improve print flaw detection and authenticity checking","year":2006,"oa":"1","citation":{"havard":"J. Schaede, T. Türke, V. 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ICIF ’06. doi:10.1109/ICIF.2006.301779, .","din1505-2-1":"Dyck, Walter ; Schaede, Johannes ; Türke, Thomas ; Lohweg, Volker: Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In: 2006 9th International Conference on Information Fusion : 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006, S. 1–8","havard":"W. Dyck, J. Schaede, T. Türke, V. Lohweg, Information Fusion Application On Security Printing With Parametrical Fuzzy Classification, in: 2006 9th International Conference on Information Fusion, 9th International Conference on Information Fusion, 2006. 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Furthermore, we present a simplified scheme for information fusion for pattern recognition and data classification based on parametrical unimodal potential functions and a Sugeno-type score value analysis. Digital Object Identifier: 10.1109/ICIF.2006.301779
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