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For this purpose I decided to produce a script with dramatic elements of genres like Drama and Mystery and step into the whole production process of making a Low-No-Budget film. The considerations taken in including elements of Genre, as well as taking a different look on a theme that has been very much exhausted in Germany, like the Berlin Wall, were major points in the developing of the story. Then also adhering to high standard film making in a No- Budget, student production, were major challenges that needed to be overcome. 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Kröninger, Hell-G “Happy Cadaver” : Realisierung eines Musikvideos, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","chicago":"Kröninger, Peter. <i>Hell-G “Happy Cadaver” : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","short":"P. Kröninger, Hell-G “Happy Cadaver” : Realisierung eines Musikvideos, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","ama":"Kröninger P. <i>Hell-G “Happy Cadaver” : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2009.","bjps":"<b>Kröninger P</b> (2009) <i>Hell-G ‘Happy Cadaver’ : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ufg":"<b>Kröninger, Peter (2009)</b>: Hell-G „Happy Cadaver“ : Realisierung eines Musikvideos, Lemgo.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Kröninger, Peter</span>: <i>Hell-G „Happy Cadaver“ : Realisierung eines Musikvideos</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2009","apa":"Kröninger, P. (2009). <i>Hell-G “Happy Cadaver” : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","mla":"Kröninger, Peter. <i>Hell-G “Happy Cadaver” : Realisierung eines Musikvideos</i>. Hochschule Ostwestfalen-Lippe, 2009.","chicago-de":"Kröninger, Peter. 2009. <i>Hell-G „Happy Cadaver“ : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ieee":"P. Kröninger, <i>Hell-G “Happy Cadaver” : Realisierung eines Musikvideos</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","van":"Kröninger P. Hell-G “Happy Cadaver” : Realisierung eines Musikvideos. Lemgo: Hochschule Ostwestfalen-Lippe; 2009. 50 p."},"date_updated":"2023-03-15T13:49:36Z","date_created":"2019-06-12T06:54:12Z","type":"bachelor_thesis","year":2009,"publisher":"Hochschule Ostwestfalen-Lippe","status":"public","has_accepted_license":"1","ddc":["770"],"_id":"1425","publication_status":"published","language":[{"iso":"ger"}],"file_date_updated":"2019-06-12T06:53:54Z","title":"Hell-G \"Happy Cadaver\" : Realisierung eines Musikvideos","author":[{"full_name":"Kröninger, Peter","first_name":"Peter","last_name":"Kröninger"}],"file":[{"title":"Hell-G \"Happy Cadaver\" : Realisierung eines Musikvideos","relation":"main_file","date_created":"2019-06-12T06:53:54Z","creator":"6bl-f5s","file_size":15045277,"file_id":"1426","date_updated":"2019-06-12T06:53:54Z","content_type":"application/pdf","file_name":"konzept.pdf","access_level":"closed"}],"place":"Lemgo","page":"50","supervisor":[{"last_name":"Schulze","first_name":"Heizo","id":"29126","full_name":"Schulze, Heizo"},{"id":"29084","full_name":"Falkemeier, Guido","first_name":"Guido","last_name":"Falkemeier"}],"user_id":"45673","department":[{"_id":"DEP2001"}]},{"department":[{"_id":"DEP2001"}],"supervisor":[{"id":"29084","full_name":"Falkemeier, Guido","last_name":"Falkemeier","first_name":"Guido"}],"user_id":"45673","page":"18","file":[{"access_level":"closed","date_updated":"2019-06-12T08:24:30Z","file_name":"Deutschlands_vergessene_Kinder.pdf","content_type":"application/pdf","file_id":"1428","file_size":11708688,"creator":"6bl-f5s","date_created":"2019-06-12T08:24:30Z","relation":"main_file","title":"Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten."}],"place":"Lemgo","author":[{"last_name":"Biernat","first_name":"Andreas","full_name":"Biernat, Andreas"}],"title":"Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.","file_date_updated":"2019-06-12T08:24:30Z","language":[{"iso":"ger"}],"publication_status":"published","_id":"1427","ddc":["770"],"has_accepted_license":"1","status":"public","publisher":"Hochschule Ostwestfalen-Lippe","year":2009,"date_created":"2019-06-12T08:24:53Z","type":"bachelor_thesis","date_updated":"2023-03-15T13:49:36Z","citation":{"chicago":"Biernat, Andreas. <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","havard":"A. Biernat, Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten., Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","ama":"Biernat A. <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe; 2009.","short":"A. Biernat, Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten., Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","apa":"Biernat, A. (2009). <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe.","chicago-de":"Biernat, Andreas. 2009. <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe.","mla":"Biernat, Andreas. <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Hochschule Ostwestfalen-Lippe, 2009.","bjps":"<b>Biernat A</b> (2009) <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe.","ufg":"<b>Biernat, Andreas (2009)</b>: Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten., Lemgo.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Biernat, Andreas</span>: <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo : Hochschule Ostwestfalen-Lippe, 2009","ieee":"A. Biernat, <i>Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten.</i> Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","van":"Biernat A. Deutschlands vergessene Kinder : Erstellen von Musik-Video-Clips mit sozialkritischen Inhalten. Lemgo: Hochschule Ostwestfalen-Lippe; 2009. 18 p."}},{"publication_status":"published","_id":"1431","department":[{"_id":"DEP2001"}],"user_id":"45673","ddc":["791"],"has_accepted_license":"1","page":"27","status":"public","publisher":"Hochschule Ostwestfalen-Lippe","file":[{"creator":"6bl-f5s","file_size":2646681,"title":"Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation","relation":"main_file","date_created":"2019-06-12T08:36:32Z","access_level":"closed","file_id":"1432","date_updated":"2019-06-12T08:36:32Z","file_name":"BA_Claas_Windmoeller_15158022(1).pdf","content_type":"application/pdf"}],"place":"Lemgo","author":[{"first_name":"Claas","last_name":"Winmöller","full_name":"Winmöller, Claas"}],"year":2009,"file_date_updated":"2019-06-12T08:36:32Z","title":"Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation","date_created":"2019-06-12T08:36:55Z","type":"bachelor_thesis","language":[{"iso":"ger"}],"citation":{"van":"Winmöller C. Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation. Lemgo: Hochschule Ostwestfalen-Lippe; 2009. 27 p.","ieee":"C. Winmöller, <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Winmöller, Claas</span>: <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2009","bjps":"<b>Winmöller C</b> (2009) <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ufg":"<b>Winmöller, Claas (2009)</b>: Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation, Lemgo.","mla":"Winmöller, Claas. <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Hochschule Ostwestfalen-Lippe, 2009.","chicago-de":"Winmöller, Claas. 2009. <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","apa":"Winmöller, C. (2009). <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","chicago":"Winmöller, Claas. <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","short":"C. Winmöller, Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","havard":"C. Winmöller, Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","ama":"Winmöller C. <i>Erstellung eines Kinowerbespots : Schwerpunkt Produktionsorganisation</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2009."},"date_updated":"2023-03-15T13:49:36Z"},{"year":2009,"type":"bachelor_thesis","date_created":"2019-06-12T08:40:20Z","title":"Runter vom Gas : Alein zu zweit","file_date_updated":"2019-06-12T08:40:02Z","language":[{"iso":"ger"}],"citation":{"ieee":"J. Lueschow, <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009.","van":"Lueschow J. Runter vom Gas : Alein zu zweit. Lemgo: Hochschule Ostwestfalen-Lippe; 2009. 58 p.","apa":"Lueschow, J. (2009). <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","mla":"Lueschow, Johannes. <i>Runter vom Gas : Alein zu zweit</i>. Hochschule Ostwestfalen-Lippe, 2009.","chicago-de":"Lueschow, Johannes. 2009. <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","bjps":"<b>Lueschow J</b> (2009) <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ufg":"<b>Lueschow, Johannes (2009)</b>: Runter vom Gas : Alein zu zweit, Lemgo.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lueschow, Johannes</span>: <i>Runter vom Gas : Alein zu zweit</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2009","havard":"J. Lueschow, Runter vom Gas : Alein zu zweit, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","short":"J. Lueschow, Runter vom Gas : Alein zu zweit, Hochschule Ostwestfalen-Lippe, Lemgo, 2009.","ama":"Lueschow J. <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2009.","chicago":"Lueschow, Johannes. <i>Runter vom Gas : Alein zu zweit</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2009."},"date_updated":"2023-03-15T13:49:36Z","publication_status":"published","user_id":"45673","_id":"1433","department":[{"_id":"DEP2001"}],"has_accepted_license":"1","status":"public","page":"58","ddc":["791"],"author":[{"first_name":"Johannes","last_name":"Lueschow","full_name":"Lueschow, Johannes"}],"publisher":"Hochschule Ostwestfalen-Lippe","place":"Lemgo","file":[{"file_size":4087805,"creator":"6bl-f5s","title":"Runter vom Gas : Alein zu zweit","relation":"main_file","date_created":"2019-06-12T08:40:02Z","access_level":"closed","file_id":"1434","file_name":"Dokumentation(2).pdf","content_type":"application/pdf","date_updated":"2019-06-12T08:40:02Z"}]},{"department":[{"_id":"DEP5023"}],"_id":"2075","user_id":"45673","publication_status":"published","place":"San Jose, California USA. Accepted for publication","author":[{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"},{"full_name":"Li, Rui","id":"2000","last_name":"Li","first_name":"Rui"},{"last_name":"Türke","first_name":"Thomas","full_name":"Türke, Thomas"},{"last_name":"Willeke","first_name":"Harald","full_name":"Willeke, Harald"},{"last_name":"Schaede","first_name":"Johannes","full_name":"Schaede, Johannes","id":"2128"}],"status":"public","type":"conference","date_created":"2019-11-29T14:33:24Z","title":"FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing","doi":"https://doi.org/10.1117/12.805427","year":2009,"date_updated":"2023-03-15T13:49:38Z","citation":{"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: <i>21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication. doi:<a href=\"https://doi.org/10.1117/12.805427,\">https://doi.org/10.1117/12.805427,</a> .","mla":"Lohweg, Volker, et al. “FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing.” <i>21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i> 2009, doi:<a href=\"https://doi.org/10.1117/12.805427\">https://doi.org/10.1117/12.805427</a>.","apa":"Lohweg, V., Li, R., Türke, T., Willeke, H., &#38; Schaede, J. (2009). FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In <i>21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication. <a href=\"https://doi.org/10.1117/12.805427\">https://doi.org/10.1117/12.805427</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Li, Rui</span> ; <span style=\"font-variant:small-caps;\">Türke, Thomas</span> ; <span style=\"font-variant:small-caps;\">Willeke, Harald</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span>: FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: <i>21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication, 2009","bjps":"<b>Lohweg V <i>et al.</i></b> (2009) FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing. <i>21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication.","ufg":"<b>Lohweg, Volker et. al. (2009)</b>: FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing, in: <i>21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>, San Jose, California USA. Accepted for publication.","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.","chicago":"Lohweg, Volker, Rui Li, Thomas Türke, Harald Willeke, and Johannes Schaede. “FPGA-Based Multi-Sensor Real Time Machine Vision for Banknote Printing.” In <i>21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication, 2009. <a href=\"https://doi.org/10.1117/12.805427\">https://doi.org/10.1117/12.805427</a>.","ama":"Lohweg V, Li R, Türke T, Willeke H, Schaede J. FPGA-based Multi-sensor Real Time Machine Vision for Banknote Printing. In: <i>21st Annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i>. San Jose, California USA. Accepted for publication; 2009. doi:<a href=\"https://doi.org/10.1117/12.805427\">https://doi.org/10.1117/12.805427</a>","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.","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 <i>21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,</i> 2009."},"language":[{"iso":"eng"}],"publication":"21st annual Symposium on IST/SPIE Electronic Imaging, 18 -22 January 2009,","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"}],"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"}]},{"status":"public","publisher":"Springer","volume":5748,"publication_status":"published","keyword":["Discrete Wavelet Transform","Wavelet Transform","Wavelet Packet","Decomposition Level","Printing Technique"],"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","start_date":"2009-11-09","end_date":"2009-11-11"},"_id":"2076","publication":"Pattern Recognition","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-642-03798-6_43"}],"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 <i>Pattern Recognition</i>, 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).","din1505-2-1":"<span style=\"font-variant:small-caps;\">Glock, Stefan</span> ; <span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In: <span style=\"font-variant:small-caps;\">Denzler, J.</span> ; <span style=\"font-variant:small-caps;\">Notni, G.</span> ; <span style=\"font-variant:small-caps;\">Süße, H.</span> (Hrsg.): <i>Pattern Recognition</i>, <i>Lecture Notes in Computer Science</i>. Bd. 5748. Berlin : Springer, 2009, S. 422–431","ufg":"<b>Glock, Stefan et. al. (2009)</b>: Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform, in: J. Denzler et. al. (Hgg.): <i>Pattern Recognition</i> (=<i>Lecture Notes in Computer Science 5748</i>), Berlin, S. 422–431.","bjps":"<b>Glock S <i>et al.</i></b> (2009) Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform. In Denzler J, Notni G and Süße H (eds), <i>Pattern Recognition</i>, vol. 5748. Berlin: Springer, pp. 422–431.","mla":"Glock, Stefan, et al. “Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform.” <i>Pattern Recognition</i>, edited by J. Denzler et al., vol. 5748, Springer, 2009, pp. 422–31, doi:<a href=\"https://doi.org/10.1007/978-3-642-03798-6_43\">https://doi.org/10.1007/978-3-642-03798-6_43</a>.","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: <i>Pattern Recognition</i>, hg. von J. Denzler, G. Notni, und H. Süße, 5748:422–431. Lecture Notes in Computer Science. Berlin: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-642-03798-6_43,\">https://doi.org/10.1007/978-3-642-03798-6_43,</a> .","apa":"Glock, S., Gillich, E., Schaede, J., &#38; Lohweg, V. (2009). Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform. In J. Denzler, G. Notni, &#38; H. Süße (Eds.), <i>Pattern Recognition</i> (Vol. 5748, pp. 422–431). Berlin: Springer. <a href=\"https://doi.org/10.1007/978-3-642-03798-6_43\">https://doi.org/10.1007/978-3-642-03798-6_43</a>","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 <i>Pattern Recognition</i>, edited by J. Denzler, G. Notni, and H. Süße, 5748:422–31. Lecture Notes in Computer Science. Berlin: Springer, 2009. <a href=\"https://doi.org/10.1007/978-3-642-03798-6_43\">https://doi.org/10.1007/978-3-642-03798-6_43</a>.","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.","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. <i>Pattern Recognition</i>. Vol 5748. Lecture Notes in Computer Science. Berlin: Springer; 2009:422-431. doi:<a href=\"https://doi.org/10.1007/978-3-642-03798-6_43\">https://doi.org/10.1007/978-3-642-03798-6_43</a>"},"date_updated":"2023-03-15T13:49:38Z","year":2009,"date_created":"2019-11-29T14:35:35Z","type":"book_chapter","publication_identifier":{"eisbn":["978-3-642-03798-6"],"isbn":["978-3-642-03797-9"]},"page":"422-431","place":"Berlin","author":[{"last_name":"Glock","first_name":"Stefan","full_name":"Glock, Stefan","id":"44020"},{"first_name":"Eugen","last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen"},{"full_name":"Schaede, Johannes","id":"2128","first_name":"Johannes","last_name":"Schaede"},{"first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804","full_name":"Lohweg, Volker"}],"series_title":"Lecture Notes in Computer Science","department":[{"_id":"DEP5023"}],"user_id":"45673","intvolume":"      5748","language":[{"iso":"eng"}],"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(<i>N</i>log<sub>2</sub>(<i>N</i>)). 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. "}],"editor":[{"full_name":"Denzler, J.","last_name":"Denzler","first_name":"J."},{"first_name":"G.","last_name":"Notni","full_name":"Notni, G."},{"last_name":"Süße","first_name":"H.","full_name":"Süße, H."}],"title":"Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform","doi":"https://doi.org/10.1007/978-3-642-03798-6_43"},{"language":[{"iso":"eng"}],"abstract":[{"text":"In this paper we present an optical measurement system approach for quality analysis of brakes which are used in high-speed trains. The brakes consist of the so called brake discs and pads. In a deceleration process the discs will be heated up to 500°C. The quality measure is based on the fact that the heated brake discs should not generate hot spots inside the brake material. Instead, the brake disc should be heated homogeneously by the deceleration. Therefore, it makes sense to analyze the number of hot spots and their relative gradients to create a quality measure for train brakes. In this contribution we present a new approach for a quality measurement system which is based on an image analysis and classification of infra-red based heat images. Brake images which are represented in pseudo-color are first transformed in a linear grayscale space by a hue-saturation-intensity (HSI) space. This transform is necessary for the following gradient analysis which is based on gray scale gradient filters. Furthermore, different features based on Haralick's measures are generated from the gray scale and gradient images. A following Fuzzy-Pattern-Classifier is used for the classification of good and bad brakes. It has to be pointed out that the classifier returns a score value for each brake which is between 0 and 100% good quality. This fact guarantees that not only good and bad bakes can be distinguished, but also their quality can be labeled. The results show that all critical thermal patterns of train brakes can be sensed and verified.","lang":"eng"}],"title":"Optical classification for quality and defect analysis of train brakes","doi":"https://doi.org/10.1117/12.827457","place":" Bellingham, Wash. ","author":[{"id":"44020","full_name":"Glock, Stefan","first_name":"Stefan","last_name":"Glock"},{"full_name":"Hausmann, Stefan","last_name":"Hausmann","first_name":"Stefan"},{"id":"73865","full_name":"Gerke, Sebastian","first_name":"Sebastian","last_name":"Gerke"},{"first_name":"Alexander","last_name":"Warok","full_name":"Warok, Alexander"},{"last_name":"Spiess","first_name":"Peter","full_name":"Spiess, Peter"},{"full_name":"Witte, Stefan","id":"1605","first_name":"Stefan","last_name":"Witte"},{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","id":"1804","full_name":"Lohweg, Volker"}],"publication_identifier":{"isbn":[" 9780819476722 "]},"department":[{"_id":"DEP5023"}],"series_title":" Proceedings of SPIE","user_id":"83781","intvolume":"      7389","citation":{"van":"Glock S, Hausmann S, Gerke S, Warok A, Spiess P, Witte S, et al. Optical classification for quality and defect analysis of train brakes. In: Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe Peter H Lehmann, ed ; Pt 2 .  Bellingham, Wash. : SPIE ; 2009. ( Proceedings of SPIE; vol. 7389).","ieee":"S. Glock <i>et al.</i>, “Optical classification for quality and defect analysis of train brakes,” in <i>Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 </i>, München, 2009, vol. 7389. doi: <a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>.","short":"S. Glock, S. Hausmann, S. Gerke, A. Warok, P. Spiess, S. Witte, V. Lohweg, in: Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 , SPIE ,  Bellingham, Wash. , 2009.","chicago":"Glock, Stefan, Stefan Hausmann, Sebastian Gerke, Alexander Warok, Peter Spiess, Stefan Witte, and Volker Lohweg. “Optical Classification for Quality and Defect Analysis of Train Brakes.” In <i>Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 </i>, Vol. 7389.  Proceedings of SPIE.  Bellingham, Wash. : SPIE , 2009. <a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>.","havard":"S. Glock, S. Hausmann, S. Gerke, A. Warok, P. Spiess, S. Witte, V. Lohweg, Optical classification for quality and defect analysis of train brakes, in: Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 , SPIE ,  Bellingham, Wash. , 2009.","ama":"Glock S, Hausmann S, Gerke S, et al. Optical classification for quality and defect analysis of train brakes. In: <i>Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 </i>. Vol 7389.  Proceedings of SPIE. SPIE ; 2009. doi:<a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>","mla":"Glock, Stefan, et al. “Optical Classification for Quality and Defect Analysis of Train Brakes.” <i>Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 </i>, vol. 7389, 7389 1Y, SPIE , 2009, <a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>.","chicago-de":"Glock, Stefan, Stefan Hausmann, Sebastian Gerke, Alexander Warok, Peter Spiess, Stefan Witte und Volker Lohweg. 2009. Optical classification for quality and defect analysis of train brakes. In: <i>Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 </i>, 7389:.  Proceedings of SPIE.  Bellingham, Wash. : SPIE . doi:<a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>, .","apa":"Glock, S., Hausmann, S., Gerke, S., Warok, A., Spiess, P., Witte, S., &#38; Lohweg, V. (2009). Optical classification for quality and defect analysis of train brakes. <i>Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 </i>, <i>7389</i>, Article 7389 1Y. <a href=\"https://doi.org/10.1117/12.827457\">https://doi.org/10.1117/12.827457</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Glock, Stefan</span> ; <span style=\"font-variant:small-caps;\">Hausmann, Stefan</span> ; <span style=\"font-variant:small-caps;\">Gerke, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Warok, Alexander</span> ; <span style=\"font-variant:small-caps;\">Spiess, Peter</span> ; <span style=\"font-variant:small-caps;\">Witte, Stefan</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Optical classification for quality and defect analysis of train brakes. In: <i>Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 </i>, <i> Proceedings of SPIE</i>. Bd. 7389.  Bellingham, Wash.  : SPIE , 2009","bjps":"<b>Glock S <i>et al.</i></b> (2009) Optical Classification for Quality and Defect Analysis of Train Brakes. <i>Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 </i>, vol. 7389.  Bellingham, Wash. : SPIE .","ufg":"<b>Glock, Stefan u. a.</b>: Optical classification for quality and defect analysis of train brakes, in: o. Hg.: Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 , Bd. 7389,  Bellingham, Wash.  2009 ( Proceedings of SPIE)."},"date_updated":"2023-08-14T13:24:22Z","publication":"Optical measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 ","main_file_link":[{"url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/7389/73891Y/Optical-classification-for-quality-and-defect-analysis-of-train-brakes/10.1117/12.827457.full"}],"article_number":"7389 1Y","date_created":"2019-11-29T14:42:59Z","type":"conference","year":"2009","publisher":"SPIE ","volume":7389,"status":"public","_id":"2077","conference":{"start_date":"2009-06-15","end_date":"2009-06-18","name":"VI. Optical measurement systems for industrial inspection ","location":"München"},"publication_status":"published"},{"title":"New Concepts in Banknote Authentication","date_created":"2019-11-29T14:46:08Z","type":"conference","year":2009,"date_updated":"2023-03-15T13:49:38Z","citation":{"chicago":"Lohweg, Volker, Eugen Gillich, and Johannes Schaede. “New Concepts in Banknote Authentication.” In <i>InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009</i>, 2009.","ama":"Lohweg V, Gillich E, Schaede J. New Concepts in Banknote Authentication. In: <i>InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009</i>. ; 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.","short":"V. Lohweg, E. Gillich, J. Schaede, in: InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.","bjps":"<b>Lohweg V, Gillich E and Schaede J</b> (2009) New Concepts in Banknote Authentication. <i>InIT KBA-Giori International Workshop on ‘Detection of Banknote Forgeries’, Blomberg, 10-12 August 2009</i>.","ufg":"<b>Lohweg, Volker et. al. (2009)</b>: New Concepts in Banknote Authentication, in: <i>inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009</i>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span>: New Concepts in Banknote Authentication. In: <i>inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009</i>, 2009","apa":"Lohweg, V., Gillich, E., &#38; Schaede, J. (2009). New Concepts in Banknote Authentication. In <i>inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009</i>.","chicago-de":"Lohweg, Volker, Eugen Gillich und Johannes Schaede. 2009. New Concepts in Banknote Authentication. In: <i>inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August 2009</i>.","mla":"Lohweg, Volker, et al. “New Concepts in Banknote Authentication.” <i>InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009</i>, 2009.","ieee":"V. Lohweg, E. Gillich, and J. Schaede, “New Concepts in Banknote Authentication,” in <i>inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009</i>, 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."},"publication":"inIT KBA-Giori International Workshop on \"Detection of Banknote Forgeries\", Blomberg, 10-12 August 2009","language":[{"iso":"eng"}],"_id":"2078","department":[{"_id":"DEP5023"}],"user_id":"45673","author":[{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"},{"first_name":"Eugen","last_name":"Gillich","full_name":"Gillich, Eugen","id":"1706"},{"first_name":"Johannes","last_name":"Schaede","full_name":"Schaede, Johannes","id":"2128"}],"status":"public"},{"language":[{"iso":"eng"}],"citation":{"van":"Iqbal T, Dicks A, Lohweg V. Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). In 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication; 2009.","ieee":"T. Iqbal, A. Dicks, and V. Lohweg, “Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences),” 2009.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Iqbal, Taswar</span> ; <span style=\"font-variant:small-caps;\">Dicks, Alexander</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). In:  : 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009","bjps":"<b>Iqbal T, Dicks A and Lohweg V</b> (2009) Metal Surface Coding as a Trusted Body for Brand Labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication.","ufg":"<b>Iqbal, Taswar et. al. (2009)</b>: Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences), in: .","chicago-de":"Iqbal, Taswar, Alexander Dicks und Volker Lohweg. 2009. Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). In: . 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication.","mla":"Iqbal, Taswar, et al. <i>Metal Surface Coding as a Trusted Body for Brand Labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences)</i>. 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009.","apa":"Iqbal, T., Dicks, A., &#38; Lohweg, V. (2009). Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication.","havard":"T. Iqbal, A. Dicks, V. Lohweg, Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences), in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009.","chicago":"Iqbal, Taswar, Alexander Dicks, and Volker Lohweg. “Metal Surface Coding as a Trusted Body for Brand Labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences).” 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009.","ama":"Iqbal T, Dicks A, Lohweg V. Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences). In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication; 2009.","short":"T. Iqbal, A. Dicks, V. Lohweg, in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009."},"date_updated":"2023-03-15T13:49:38Z","year":2009,"title":"Metal Surface Coding as a trusted body for brand labeling, KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences)","type":"conference","date_created":"2019-11-29T14:47:48Z","status":"public","publisher":"32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication","author":[{"full_name":"Iqbal, Taswar","first_name":"Taswar","last_name":"Iqbal"},{"id":"1853","full_name":"Dicks, Alexander","last_name":"Dicks","first_name":"Alexander"},{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"department":[{"_id":"DEP5023"}],"_id":"2079","user_id":"45673"},{"date_updated":"2023-03-15T13:49:38Z","citation":{"van":"Ehlenbröker J-F, Voth K, Lohweg V. Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication. 2009.","ieee":"J.-F. Ehlenbröker, K. Voth, and V. Lohweg, “Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) ,” in <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>, 2009.","short":"J.-F. Ehlenbröker, K. Voth, V. Lohweg, in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, 2009.","chicago":"Ehlenbröker, Jan-Friedrich, Karl Voth, and Volker Lohweg. “Human-Based Surface Detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) .” In <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>, 2009.","ama":"Ehlenbröker J-F, Voth K, Lohweg V. Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>. ; 2009.","havard":"J.-F. Ehlenbröker, K. Voth, V. Lohweg, Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) , in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, 2009.","bjps":"<b>Ehlenbröker J-F, Voth K and Lohweg V</b> (2009) Human-Based Surface Detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>.","ufg":"<b>Ehlenbröker, Jan-Friedrich et. al. (2009)</b>: Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) , in: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Ehlenbröker, Jan-Friedrich</span> ; <span style=\"font-variant:small-caps;\">Voth, Karl</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>, 2009","apa":"Ehlenbröker, J.-F., Voth, K., &#38; Lohweg, V. (2009). Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . In <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>.","chicago-de":"Ehlenbröker, Jan-Friedrich, Karl Voth und Volker Lohweg. 2009. Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>.","mla":"Ehlenbröker, Jan-Friedrich, et al. “Human-Based Surface Detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) .” <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>, 2009."},"publication":"32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication","language":[{"iso":"eng"}],"title":"Human-based surface detection: KI 2009, Artificial Intelligence and Automation (AI at Universities of Applied Sciences) ","type":"conference","date_created":"2019-11-29T14:49:27Z","year":2009,"author":[{"last_name":"Ehlenbröker","first_name":"Jan-Friedrich","id":"1852","full_name":"Ehlenbröker, Jan-Friedrich"},{"last_name":"Voth","first_name":"Karl","full_name":"Voth, Karl"},{"full_name":"Lohweg, Volker","id":"1804","orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg"}],"status":"public","department":[{"_id":"DEP5023"}],"_id":"2080","user_id":"45673"},{"date_updated":"2023-03-15T13:49:38Z","citation":{"ieee":"U. Mönks, V. Lohweg, and H. L. Larsen, “Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09),” in <i>KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication</i>, 2009.","van":"Mönks U, Lohweg V, Larsen HL. Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). In: KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication. 2009.","apa":"Mönks, U., Lohweg, V., &#38; Larsen, H. L. (2009). Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). In <i>KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication</i>.","mla":"Mönks, Uwe, et al. “Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09).” <i>KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication</i>, 2009.","chicago-de":"Mönks, Uwe, Volker Lohweg und Henrik Legind Larsen. 2009. Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). In: <i>KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication</i>.","bjps":"<b>Mönks U, Lohweg V and Larsen HL</b> (2009) Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). <i>KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication</i>.","ufg":"<b>Mönks, Uwe et. al. (2009)</b>: Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09), in: <i>KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication</i>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Larsen, Henrik Legind</span>: Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). In: <i>KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication</i>, 2009","short":"U. Mönks, V. Lohweg, H.L. Larsen, in: KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication, 2009.","havard":"U. Mönks, V. Lohweg, H.L. Larsen, Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09), in: KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication, 2009.","ama":"Mönks U, Lohweg V, Larsen HL. Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09). In: <i>KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication</i>. ; 2009.","chicago":"Mönks, Uwe, Volker Lohweg, and Henrik Legind Larsen. “Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09).” In <i>KI 2009 Workshop, Paderborn | September 15th, 2009, Accepted for Publication</i>, 2009."},"abstract":[{"lang":"eng","text":"This paper presents a novel modular fuzzy patternclassifier design framework for intelligent automation systems, developed on the base of the established Modified Fuzzy PatternClassifier (MFPC) and that allows designing novel classifier mod-els which are hardware-efficiently implementable. The perfor-mances of novel classifiers using substitutes of MFPC’s geometricmean aggregator are benchmarked in the scope of an imageprocessing application against the MFPC to reveal classificationimprovement  potentials for obtaining higher classification rates."}],"main_file_link":[{"url":"https://www.th-owl.de/init/uploads/tx_initdb/MLRTA2009_paper_4_01.pdf","open_access":"1"}],"publication":"KI 2009 Workshop, Paderborn | September 15th, 2009, accepted for Publication","language":[{"iso":"eng"}],"title":"Aggregation Operator Based Fuzzy Pattern Classifier Design, Machine Learning in Real-Time Applications (MLRTA 09)","date_created":"2019-11-29T14:50:48Z","type":"conference","year":2009,"author":[{"first_name":"Uwe","last_name":"Mönks","full_name":"Mönks, Uwe","id":"1825"},{"id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"},{"first_name":"Henrik Legind","last_name":"Larsen","full_name":"Larsen, Henrik Legind"}],"oa":"1","status":"public","user_id":"45673","department":[{"_id":"DEP5023"}],"_id":"2081","publication_status":"published"},{"publication_identifier":{"eisbn":["978-3-642-04617-9"],"isbn":["978-3-642-04616-2"]},"page":"347-354","place":"Berlin","author":[{"full_name":"Iqbal, Taswar","first_name":"Taswar","last_name":"Iqbal"},{"last_name":"Le","first_name":"Dinh Khoi","full_name":"Le, Dinh Khoi"},{"full_name":"Nolte, Michael","last_name":"Nolte","first_name":"Michael"},{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"series_title":"Lecture Notes in Computer Science","department":[{"_id":"DEP5023"}],"intvolume":"      5803","user_id":"45673","language":[{"iso":"eng"}],"abstract":[{"text":"A robust vision system for the counterfeit detection of bank ATM keyboards is presented. The approach is based on the continuous inspection of a keyboard surface by the authenticity verification of coded covert surface features. For the surface coding suitable visual patterns on the keyboard are selected while considering constraints from the visual imperceptibility, robustness and geometrical disturbances to be encountered from the aging effects. The system’s robustness against varying camera-keyboard distances, lighting conditions and dirt-and-scratches effects is investigated. Finally, a demonstrator working in real-time is developed in order to publicly demonstrate the surface authentication process.","lang":"eng"}],"title":"Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation ","doi":"https://doi.org/10.1007/978-3-642-04617-9_44","status":"public","publisher":"Springer","volume":5803,"publication_status":"published","keyword":["ATMs","human perception","counterfeit resistance","digital authentication","surface coding","pattern recognition"],"_id":"2082","publication":"32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-642-04617-9_44"}],"date_updated":"2023-03-15T13:49:38Z","citation":{"apa":"Iqbal, T., Le, D. K., Nolte, M., &#38; Lohweg, V. (2009). Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i> (Vol. 5803, pp. 347–354). Berlin: Springer. <a href=\"https://doi.org/10.1007/978-3-642-04617-9_44\">https://doi.org/10.1007/978-3-642-04617-9_44</a>","chicago-de":"Iqbal, Taswar, Dinh Khoi Le, Michael Nolte und Volker Lohweg. 2009. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>, 5803:347–354. Lecture Notes in Computer Science. Berlin: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-642-04617-9_44,\">https://doi.org/10.1007/978-3-642-04617-9_44,</a> .","mla":"Iqbal, Taswar, et al. “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation .” <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>, vol. 5803, Springer, 2009, pp. 347–54, doi:<a href=\"https://doi.org/10.1007/978-3-642-04617-9_44\">https://doi.org/10.1007/978-3-642-04617-9_44</a>.","ufg":"<b>Iqbal, Taswar et. al. (2009)</b>: Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation , in: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i> (=<i>Lecture Notes in Computer Science 5803</i>), Berlin, S. 347–354.","bjps":"<b>Iqbal T <i>et al.</i></b> (2009) Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>, vol. 5803. Berlin: Springer, pp. 347–354.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Iqbal, Taswar</span> ; <span style=\"font-variant:small-caps;\">Le, Dinh Khoi</span> ; <span style=\"font-variant:small-caps;\">Nolte, Michael</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>, <i>Lecture Notes in Computer Science</i>. Bd. 5803. Berlin : Springer, 2009, S. 347–354","havard":"T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation , in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, Springer, Berlin, 2009: pp. 347–354.","chicago":"Iqbal, Taswar, Dinh Khoi Le, Michael Nolte, and Volker Lohweg. “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation .” In <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>, 5803:347–54. Lecture Notes in Computer Science. Berlin: Springer, 2009. <a href=\"https://doi.org/10.1007/978-3-642-04617-9_44\">https://doi.org/10.1007/978-3-642-04617-9_44</a>.","ama":"Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication</i>. Vol 5803. Lecture Notes in Computer Science. Berlin: Springer; 2009:347-354. doi:<a href=\"https://doi.org/10.1007/978-3-642-04617-9_44\">https://doi.org/10.1007/978-3-642-04617-9_44</a>","short":"T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, Springer, Berlin, 2009, pp. 347–354.","van":"Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication. Berlin: Springer; 2009. p. 347–54. (Lecture Notes in Computer Science; vol. 5803).","ieee":"T. Iqbal, D. K. Le, M. Nolte, and V. Lohweg, “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation ,” in <i>32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication</i>, 2009, vol. 5803, pp. 347–354."},"year":2009,"date_created":"2019-11-29T14:54:54Z","type":"conference"},{"department":[{"_id":"DEP5023"}],"_id":"2083","user_id":"45673","status":"public","author":[{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"},{"full_name":"Niggemann, Oliver","id":"10876","last_name":"Niggemann","first_name":"Oliver"}],"year":2009,"type":"conference","date_created":"2019-11-29T14:59:42Z","title":"Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop)","language":[{"iso":"eng"}],"publication":"Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009","date_updated":"2023-03-15T13:49:38Z","citation":{"chicago":"Lohweg, Volker, and Oliver Niggemann. “Machine Learning in Real-Time Applications (MLRTA09 - KI 2009 Workshop).” In <i>Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>, 2009.","ama":"Lohweg V, Niggemann O. Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop). In: <i>Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>. ; 2009.","short":"V. Lohweg, O. Niggemann, in: Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009, 2009.","havard":"V. Lohweg, O. Niggemann, Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop), in: Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009, 2009.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Niggemann, Oliver</span>: Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop). In: <i>Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>, 2009","bjps":"<b>Lohweg V and Niggemann O</b> (2009) Machine Learning in Real-Time Applications (MLRTA09 - KI 2009 Workshop). <i>Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>.","ufg":"<b>Lohweg, Volker/Niggemann, Oliver (2009)</b>: Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop), in: <i>Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>.","chicago-de":"Lohweg, Volker und Oliver Niggemann. 2009. Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop). In: <i>Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>.","mla":"Lohweg, Volker, and Oliver Niggemann. “Machine Learning in Real-Time Applications (MLRTA09 - KI 2009 Workshop).” <i>Lemgoer Schriften Zur Industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>, 2009.","apa":"Lohweg, V., &#38; Niggemann, O. (2009). Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop). In <i>Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>.","van":"Lohweg V, Niggemann O. Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop). In: Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol 3, ISSN 1869-2087, Lemgo 2009. 2009.","ieee":"V. Lohweg and O. Niggemann, “Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop),” in <i>Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009</i>, 2009."}}]