[{"year":"2024","author":[{"full_name":"Bendzioch, Sven","first_name":"Sven","id":"71395","last_name":"Bendzioch"},{"last_name":"Hinrichsen","full_name":"Hinrichsen, Sven","id":"49010","first_name":"Sven"}],"status":"public","page":"240-253","title":"Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study","citation":{"chicago":"Bendzioch, Sven, and Sven Hinrichsen. “Potentials of an Informational Assembly Assistance System for Persons with Cognitive Disabilities — Results of a Laboratory Study.” <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i> 78, no. 2 (2024): 240–53. <a href=\"https://doi.org/10.1007/s41449-024-00414-9\">https://doi.org/10.1007/s41449-024-00414-9</a>.","apa":"Bendzioch, S., &#38; Hinrichsen, S. (2024). Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study. <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i>, <i>78</i>(2), 240–253. <a href=\"https://doi.org/10.1007/s41449-024-00414-9\">https://doi.org/10.1007/s41449-024-00414-9</a>","ieee":"S. Bendzioch and S. Hinrichsen, “Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study,” <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i>, vol. 78, no. 2, pp. 240–253, 2024, doi: <a href=\"https://doi.org/10.1007/s41449-024-00414-9\">10.1007/s41449-024-00414-9</a>.","ufg":"<b>Bendzioch, Sven/Hinrichsen, Sven</b>: Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study, in: <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> 78 (2024), H. 2,  S. 240–253.","mla":"Bendzioch, Sven, and Sven Hinrichsen. “Potentials of an Informational Assembly Assistance System for Persons with Cognitive Disabilities — Results of a Laboratory Study.” <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i>, vol. 78, no. 2, 2024, pp. 240–53, <a href=\"https://doi.org/10.1007/s41449-024-00414-9\">https://doi.org/10.1007/s41449-024-00414-9</a>.","havard":"S. Bendzioch, S. Hinrichsen, Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study, Zeitschrift Für Arbeitswissenschaft (ZfA). 78 (2024) 240–253.","bjps":"<b>Bendzioch S and Hinrichsen S</b> (2024) Potentials of an Informational Assembly Assistance System for Persons with Cognitive Disabilities — Results of a Laboratory Study. <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> <b>78</b>, 240–253.","van":"Bendzioch S, Hinrichsen S. Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study. Zeitschrift für Arbeitswissenschaft (ZfA). 2024;78(2):240–53.","ama":"Bendzioch S, Hinrichsen S. Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study. <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i>. 2024;78(2):240-253. doi:<a href=\"https://doi.org/10.1007/s41449-024-00414-9\">10.1007/s41449-024-00414-9</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Bendzioch, Sven</span> ; <span style=\"font-variant:small-caps;\">Hinrichsen, Sven</span>: Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study. In: <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> Bd. 78. Heidelberg, Springer-Verlag GmbH  (2024), Nr. 2, S. 240–253","chicago-de":"Bendzioch, Sven und Sven Hinrichsen. 2024. Potentials of an informational assembly assistance system for persons with cognitive disabilities — Results of a laboratory study. <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> 78, Nr. 2: 240–253. doi:<a href=\"https://doi.org/10.1007/s41449-024-00414-9\">10.1007/s41449-024-00414-9</a>, .","short":"S. Bendzioch, S. Hinrichsen, Zeitschrift Für Arbeitswissenschaft (ZfA) 78 (2024) 240–253."},"volume":78,"keyword":["Informational Assistance System","People with Disabilities","Manual Assembly","Image Processing System","Laboratory Study"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["0340-2444"],"eissn":["2366-4681"]},"publication":"Zeitschrift für Arbeitswissenschaft (ZfA)","date_created":"2024-10-17T10:43:31Z","date_updated":"2026-01-09T07:39:04Z","department":[{"_id":"DEP7020"},{"_id":"DEP1305"}],"issue":"2","abstract":[{"text":"In Germany, individuals unable or not yet able to return to the general labor market due to disabilities are employed in sheltered workshops which are called WfbM (“Werkstätten für behinderte Menschen”). These organizations are required to earn the wages for the aforementioned group of people by offering market services. These services include, in particular, assembly activities. However, WfbM face the challenge that customer orders tend to become more complex, especially as a result of an increased number of product variants. This development not only has an impact on the work in WfbM, but also makes it much more difficult to achieve the desired inclusion of people with disabilities in the general labor market. Bearing this in mind, the research question addressed in this article can be stated as such: How far can the use of an informational assistance system compensate for performance deficits of people with disabilities in the context of assembly? The results of the conducted laboratory study show that the implementation of an assistance system can help to reduce existing barriers and challenges resulting from the mismatch between requirements of the general labor market and the performance characteristics of people with cognitive impairments.\r\nPractical Relevance: For people with disabilities, the use of assistance systems opens up new opportunities for participation in the general labor market and thus makes an important contribution to implementing the requirements of the “Bundesteilhabegesetz” (a law to strengthen participation of people with disabilities in Germany).","lang":"eng"},{"text":"In Deutschland werden Personen, die aufgrund von Beeinträchtigungen nicht bzw. noch nicht wieder auf dem allgemeinen Arbeitsmarkt tätig sein können, in einer „Werkstatt für behinderte Menschen (WfbM)“ beschäftigt. Diese Einrichtungen müssen die Arbeitsentgelte für den genannten Personenkreis durch am Markt angebotene Leistungen selbst erwirtschaften. Zu diesen Leistungen zählen vor allem Montagetätigkeiten. Allerdings stehen WfbM vor der Herausforderung, dass Kundenaufträge insbesondere infolge einer gestiegenen Variantenvielfalt tendenziell komplexer werden. Diese Entwicklung wirkt sich nicht nur auf die Arbeit in den Werkstätten aus, sondern hat auch zur Folge, dass die angestrebte Inklusion von Personen mit Unterstützungsbedarfen in den allgemeinen Arbeitsmarkt deutlich erschwert wird. Vor diesem Hintergrund wird in dem Beitrag der Forschungsfrage nachgegangen, inwieweit der Einsatz eines informatorischen Assistenzsystems Leistungsdefizite von Personen mit Unterstützungsbedarfen im Kontext der Montage ausgleichen kann. Die Ergebnisse der durchgeführten Laborstudie zeigen, dass die Einführung eines Assistenzsystems dazu beitragen kann, bestehende Barrieren, die sich aus der Inkongruenz zwischen den Anforderungen des allgemeinen Arbeitsmarktes und den Leistungsmerkmalen von Personen mit kognitiven Beeinträchtigungen ergeben, abzubauen.\r\n\r\nPraktische Relevanz: Der Einsatz von informatorischen Assistenzsystemen kann Personen mit Unterstützungsbedarfen eine Teilhabe am Arbeitsleben ermöglichen und leistet damit einen wichtigen Beitrag zur Umsetzung des Bundesteilhabegesetzes.","lang":"ger"}],"publisher":"Springer-Verlag GmbH ","quality_controlled":"1","article_type":"review","publication_status":"published","place":"Heidelberg","_id":"11997","doi":"10.1007/s41449-024-00414-9","type":"scientific_journal_article","user_id":"49010","intvolume":"        78"},{"publication_status":"published","series_title":"Human Interaction and Emerging Technologies (IHIET 2023)","publisher":"AHFE International","quality_controlled":"1","abstract":[{"text":"The development trend in manual assembly towards increasing demands in terms of quality, variety, and cost pressure makes the transition for people with cognitive disabilities to the general labor market extremely difficult. Nevertheless, this employment sector is a central component of many activities in a sheltered workshop. Therefore, this paper investigates the use of an informational assistance system for persons with cognitive impairments to close the gap between the characteristics of this group and the operational requirements. In this way, the transition from the sheltered workshop to the general labor market will be facilitated and promoted.","lang":"eng"}],"conference":{"location":"NIzza","name":"IHIET 2023","end_date":"2023-08-24","start_date":"2023-08-22"},"department":[{"_id":"DEP7020"},{"_id":"DEP1305"}],"intvolume":"        11","user_id":"83780","type":"conference_editor_article","_id":"10783","doi":"10.54941/ahfe1004061","citation":{"chicago":"Bendzioch, Sven, and Sven Hinrichsen. <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i> <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications</i>. Vol. 11. Human Interaction and Emerging Technologies (IHIET 2023). AHFE International, 2023. <a href=\"https://doi.org/10.54941/ahfe1004061\">https://doi.org/10.54941/ahfe1004061</a>.","apa":"Bendzioch, S., &#38; Hinrichsen, S. (2023). Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly? In <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications</i> (Vol. 11, pp. 548–556). AHFE International. <a href=\"https://doi.org/10.54941/ahfe1004061\">https://doi.org/10.54941/ahfe1004061</a>","ieee":"S. Bendzioch and S. Hinrichsen, <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>, vol. 11. AHFE International, 2023, pp. 548–556. doi: <a href=\"https://doi.org/10.54941/ahfe1004061\">10.54941/ahfe1004061</a>.","ufg":"<b>Bendzioch, Sven/Hinrichsen, Sven</b>: Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?, Bd. 11, o. O. 2023 (Human Interaction and Emerging Technologies (IHIET 2023)).","havard":"S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?, AHFE International, 2023.","bjps":"<b>Bendzioch S and Hinrichsen S</b> (2023) <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i> AHFE International.","mla":"Bendzioch, Sven, and Sven Hinrichsen. “Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?” <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications</i>, vol. 11, AHFE International, 2023, pp. 548–56, <a href=\"https://doi.org/10.54941/ahfe1004061\">https://doi.org/10.54941/ahfe1004061</a>.","van":"Bendzioch S, Hinrichsen S. Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly? Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications. AHFE International; 2023. (Human Interaction and Emerging Technologies (IHIET 2023); vol. 11).","ama":"Bendzioch S, Hinrichsen S. <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i> Vol 11. AHFE International; 2023:548-556. doi:<a href=\"https://doi.org/10.54941/ahfe1004061\">10.54941/ahfe1004061</a>","chicago-de":"Bendzioch, Sven und Sven Hinrichsen. 2023. <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i> <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications</i>. Bd. 11. Human Interaction and Emerging Technologies (IHIET 2023). AHFE International. doi:<a href=\"https://doi.org/10.54941/ahfe1004061\">10.54941/ahfe1004061</a>, .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Bendzioch, Sven</span> ; <span style=\"font-variant:small-caps;\">Hinrichsen, Sven</span>: <i>Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>, <i>Human Interaction and Emerging Technologies (IHIET 2023)</i>. Bd. 11 : AHFE International, 2023","short":"S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?, AHFE International, 2023."},"volume":11,"title":"Informational Assistance System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?","status":"public","page":"548-556","main_file_link":[{"open_access":"1"}],"author":[{"full_name":"Bendzioch, Sven","first_name":"Sven","id":"71395","last_name":"Bendzioch"},{"id":"49010","full_name":"Hinrichsen, Sven","last_name":"Hinrichsen","first_name":"Sven"}],"year":"2023","date_updated":"2023-11-16T12:05:47Z","publication_identifier":{"issn":["2771-0718"]},"publication":"Human Interaction & Emerging Technologies (IHIET 2023): Artificial Intelligence & Future Applications","date_created":"2023-11-16T12:05:40Z","keyword":["Manual Assembly","Informational Assistance System","Image Processing System","People with Disabilities"],"language":[{"iso":"eng"}],"oa":"1"},{"keyword":["Industrial image processing","Manual assembly","Assistance systems","Machine vision"],"language":[{"iso":"eng"}],"editor":[{"first_name":"T.","full_name":"Ahram, T.","last_name":"Ahram"},{"last_name":"Karwowski","first_name":"W.","full_name":"Karwowski, W."},{"first_name":"S.","full_name":"Pickl, S.","last_name":"Pickl"},{"full_name":"Taiar, R.","first_name":"R.","last_name":"Taiar"}],"date_updated":"2023-03-15T13:49:37Z","publication":"Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing","publication_identifier":{"isbn":["978-3-030-27927-1"],"eisbn":["978-3-030-27928-8"]},"date_created":"2019-09-10T05:52:02Z","status":"public","page":"795-800","author":[{"first_name":"Alexander","full_name":"Nikolenko, Alexander","last_name":"Nikolenko","id":"71431"},{"last_name":"Hinrichsen","id":"49010","full_name":"Hinrichsen, Sven","first_name":"Sven"}],"year":2019,"volume":1026,"citation":{"ieee":"A. Nikolenko and S. Hinrichsen, “Potential of Industrial Image Processing in Manual Assembly,” in <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, Universität der Bundeswehr, München, 2019, vol. 1026, pp. 795–800.","ama":"Nikolenko A, Hinrichsen S. Potential of Industrial Image Processing in Manual Assembly. In: Ahram T, Karwowski W, Pickl S, Taiar R, eds. <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>. Vol 1026. Advances in Intelligent Systems and Computing. Cham: Springer Nature; 2019:795-800. doi:<a href=\"https://doi.org/10.1007/978-3-030-27928-8_121\">https://doi.org/10.1007/978-3-030-27928-8_121</a>","apa":"Nikolenko, A., &#38; Hinrichsen, S. (2019). Potential of Industrial Image Processing in Manual Assembly. In T. Ahram, W. Karwowski, S. Pickl, &#38; R. Taiar (Eds.), <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i> (Vol. 1026, pp. 795–800). Cham: Springer Nature. <a href=\"https://doi.org/10.1007/978-3-030-27928-8_121\">https://doi.org/10.1007/978-3-030-27928-8_121</a>","chicago":"Nikolenko, Alexander, and Sven Hinrichsen. “Potential of Industrial Image Processing in Manual Assembly.” In <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, edited by T. Ahram, W. Karwowski, S. Pickl, and R. Taiar, 1026:795–800. Advances in Intelligent Systems and Computing. Cham: Springer Nature, 2019. <a href=\"https://doi.org/10.1007/978-3-030-27928-8_121\">https://doi.org/10.1007/978-3-030-27928-8_121</a>.","van":"Nikolenko A, Hinrichsen S. Potential of Industrial Image Processing in Manual Assembly. In: Ahram T, Karwowski W, Pickl S, Taiar R, editors. Human Systems Engineering and Design II IHSED 2019 Advances in Intelligent Systems and Computing. Cham: Springer Nature; 2019. p. 795–800. (Advances in Intelligent Systems and Computing; vol. 1026).","mla":"Nikolenko, Alexander, and Sven Hinrichsen. “Potential of Industrial Image Processing in Manual Assembly.” <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, edited by T. Ahram et al., vol. 1026, Springer Nature, 2019, pp. 795–800, doi:<a href=\"https://doi.org/10.1007/978-3-030-27928-8_121\">https://doi.org/10.1007/978-3-030-27928-8_121</a>.","bjps":"<b>Nikolenko A and Hinrichsen S</b> (2019) Potential of Industrial Image Processing in Manual Assembly. In Ahram T et al. (eds), <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, vol. 1026. Cham: Springer Nature, pp. 795–800.","havard":"A. Nikolenko, S. Hinrichsen, Potential of Industrial Image Processing in Manual Assembly, in: T. Ahram, W. Karwowski, S. Pickl, R. Taiar (Eds.), Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing, Springer Nature, Cham, 2019: pp. 795–800.","ufg":"<b>Nikolenko, Alexander/Hinrichsen, Sven (2019)</b>: Potential of Industrial Image Processing in Manual Assembly, in: T. Ahram et. al. (Hgg.): <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i> (=<i>Advances in Intelligent Systems and Computing 1026</i>), Cham, S. 795–800.","short":"A. Nikolenko, S. Hinrichsen, in: T. Ahram, W. Karwowski, S. Pickl, R. Taiar (Eds.), Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing, Springer Nature, Cham, 2019, pp. 795–800.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Nikolenko, Alexander</span> ; <span style=\"font-variant:small-caps;\">Hinrichsen, Sven</span>: Potential of Industrial Image Processing in Manual Assembly. In: <span style=\"font-variant:small-caps;\">Ahram, T.</span> ; <span style=\"font-variant:small-caps;\">Karwowski, W.</span> ; <span style=\"font-variant:small-caps;\">Pickl, S.</span> ; <span style=\"font-variant:small-caps;\">Taiar, R.</span> (Hrsg.): <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, <i>Advances in Intelligent Systems and Computing</i>. Bd. 1026. Cham : Springer Nature, 2019, S. 795–800","chicago-de":"Nikolenko, Alexander und Sven Hinrichsen. 2019. Potential of Industrial Image Processing in Manual Assembly. In: <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, hg. von T. Ahram, W. Karwowski, S. Pickl, und R. Taiar, 1026:795–800. Advances in Intelligent Systems and Computing. Cham: Springer Nature. doi:<a href=\"https://doi.org/10.1007/978-3-030-27928-8_121,\">https://doi.org/10.1007/978-3-030-27928-8_121,</a> ."},"title":"Potential of Industrial Image Processing in Manual Assembly","_id":"1901","doi":"https://doi.org/10.1007/978-3-030-27928-8_121","place":"Cham","intvolume":"      1026","user_id":"74004","type":"conference","publisher":"Springer Nature","quality_controlled":"1","abstract":[{"text":"As customers’ options for configuring products to match their requirements increase, the number of assembly variants grows. Due to this large number of variants, assembly processes often cannot be automated in an economical way, and manual assembly remains highly important. Additional support options must be implemented to continue completing manual assembly processes reliably in the future. Image processing systems are one promising approach. The purpose of this paper is to establish the potential offered by industrial image processing in manual assembly, building on fundamental concepts, as well as to identify requirements and provide recommendations for selecting and arranging system components. ","lang":"eng"}],"department":[{"_id":"DEP7020"},{"_id":"DEP1305"}],"conference":{"name":"2nd International Conference on Human Systems Engineering and Design (IHSED2019): Future Trends and Applications","location":"Universität der Bundeswehr, München","end_date":"2019-09-18","start_date":"2019-09-16"},"publication_status":"published","series_title":"Advances in Intelligent Systems and Computing"},{"department":[{"_id":"DEP5023"}],"conference":{"location":"Venice, Italy ","name":"7. International Conference on Performance (PESARO 2017)","end_date":"2017-04-27","start_date":"2017-04-23"},"abstract":[{"text":"Nowadays, the boost of optical imaging technologies results in more data with a faster rate are being collected. Consequently, data and knowledge discovery science has become an attractive and a fast growing topic in several industry and research area. Motif discovery in image processing aims to tackle the problem of deriving structures or detecting regularities in image databases. Most of the motif discovery methods first convert images into time series and then attempt to find motifs in such data. This might lead to information loss and also the problem of inability to detect shifted and multi-scale image motifs  of different size. Here, a method is proposed to find image motifs of different size in image datasets by applying images in original dimension without converting them to time series. Images are inspected by the Complex Quad Tree Wavelet Packet transform which provides broad frequency analysis of an image in various scales. Next, features are extracted from the wavelet coefficients. Finally, image motifs are detected by measuring the similarity of the features. The performance of the proposed method is demonstrated on a dataset with images from diverse applications, such as hand gesture, text recognition, leaf and plant identification, etc. ","lang":"eng"}],"publisher":"The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing","publication_status":"published","place":"PESARO 2017; Venice, Italy  ","_id":"2022","type":"conference","user_id":"15514","year":2017,"author":[{"last_name":"Deppe","id":"52121","full_name":"Deppe, Sahar","first_name":"Sahar"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"main_file_link":[{"open_access":"1","url":"http://www.thinkmind.org/index.php?view=instance&instance=PESARO+2017"}],"status":"public","page":"27-32","title":"Shift-Invariant Motif Discovery in Image Processing 'Best Paper Award'","citation":{"van":"Deppe S, Lohweg V. Shift-Invariant Motif Discovery in Image Processing “Best Paper Award.” In: Leister W, editor. PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications. PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing; 2017. p. 27–32.","bjps":"<b>Deppe S and Lohweg V</b> (2017) Shift-Invariant Motif Discovery in Image Processing ‘Best Paper Award’. In Leister W (ed.), <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>. PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, pp. 27–32.","havard":"S. Deppe, V. Lohweg, Shift-Invariant Motif Discovery in Image Processing “Best Paper Award,” in: W. Leister (Ed.), PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications, The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, PESARO 2017; Venice, Italy  , 2017: pp. 27–32.","mla":"Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Motif Discovery in Image Processing ‘Best Paper Award.’” <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>, edited by Wolfgang Leister, The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, 2017, pp. 27–32.","ufg":"<b>Deppe, Sahar/Lohweg, Volker (2017)</b>: Shift-Invariant Motif Discovery in Image Processing „Best Paper Award“, in: Wolfgang Leister (Hg.): <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>, PESARO 2017; Venice, Italy  , S. 27–32.","apa":"Deppe, S., &#38; Lohweg, V. (2017). Shift-Invariant Motif Discovery in Image Processing “Best Paper Award.” In W. Leister (Ed.), <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i> (pp. 27–32). PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing.","chicago":"Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Motif Discovery in Image Processing ‘Best Paper Award.’” In <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>, edited by Wolfgang Leister, 27–32. PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, 2017.","short":"S. Deppe, V. Lohweg, in: W. Leister (Ed.), PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications, The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, PESARO 2017; Venice, Italy  , 2017, pp. 27–32.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Deppe, Sahar</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Shift-Invariant Motif Discovery in Image Processing „Best Paper Award“. In: <span style=\"font-variant:small-caps;\">Leister, W.</span> (Hrsg.): <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>. PESARO 2017; Venice, Italy   : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing, 2017, S. 27–32","chicago-de":"Deppe, Sahar und Volker Lohweg. 2017. Shift-Invariant Motif Discovery in Image Processing „Best Paper Award“. In: <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>, hg. von Wolfgang Leister, 27–32. PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing.","ama":"Deppe S, Lohweg V. Shift-Invariant Motif Discovery in Image Processing “Best Paper Award.” In: Leister W, ed. <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>. PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms in Image and Signal Processing; 2017:27-32.","ieee":"S. Deppe and V. Lohweg, “Shift-Invariant Motif Discovery in Image Processing ‘Best Paper Award,’” in <i>PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>, Venice, Italy , 2017, pp. 27–32."},"oa":"1","keyword":["Motif discovery","Image processing","Wavelet transformation"],"language":[{"iso":"eng"}],"publication":"PESARO 2017 The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications","publication_identifier":{"eissn":["2308-3700"],"eisbn":["978-1-61208-549-4"]},"date_created":"2019-11-25T09:06:50Z","date_updated":"2023-03-15T13:49:38Z","editor":[{"first_name":"Wolfgang","last_name":"Leister","full_name":"Leister, Wolfgang"}]},{"department":[{"_id":"DEP5023"}],"year":2015,"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-662-48838-6_8"}],"author":[{"last_name":"Vukovic","first_name":"Kristijan","full_name":"Vukovic, Kristijan"},{"first_name":"Kristina","last_name":"Simonis","full_name":"Simonis, Kristina"},{"id":"46416","first_name":"Helene","full_name":"Dörksen, Helene","last_name":"Dörksen"},{"last_name":"Lohweg","id":"1804","first_name":"Volker","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887"}],"abstract":[{"text":"We present the concept of a perceptive motor in terms of a cyber-physical system (CPS). A model application monitoring a knitting process was developed, where the take-off of the produced fabric is controlled by an electric motor. The idea is to equip a synchronous motor with a smart camera and appropriate image processing hard- and software components. Subsequently, the characteristics of knitted fabric are analysed by machine-learning (ML) methods. Our concept includes motor-current analysis and image processing. The aim is to implement an assistance system for the industrial large circular knitting process. An assistance system will help to shorten the retrofitting process. The concept is based on a low cost hardware approach for a smart camera, and stems from the recent development of image processing applications for mobile devices [1–4].","lang":"eng"}],"status":"public","title":"Efficient Image Processing System for an Industrial Machine Learning Task","citation":{"mla":"Vukovic, Kristijan, et al. “Efficient Image Processing System for an Industrial Machine Learning Task.” <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, 2015, doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">10.1007/978-3-662-48838-6_8</a>.","havard":"K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, Efficient Image Processing System for an Industrial Machine Learning Task, in: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA, Lemgo, 2015.","bjps":"<b>Vukovic K <i>et al.</i></b> (2015) Efficient Image Processing System for an Industrial Machine Learning Task. <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo.","ufg":"<b>Vukovic, Kristijan et. al. (2015)</b>: Efficient Image Processing System for an Industrial Machine Learning Task, in: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, Fraunhofer Application Centre IOSB-INA, Lemgo.","van":"Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System for an Industrial Machine Learning Task. In: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS). Fraunhofer Application Centre IOSB-INA, Lemgo; 2015.","chicago":"Vukovic, Kristijan, Kristina Simonis, Helene Dörksen, and Volker Lohweg. “Efficient Image Processing System for an Industrial Machine Learning Task.” In <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo, 2015. <a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">https://doi.org/10.1007/978-3-662-48838-6_8</a>.","apa":"Vukovic, K., Simonis, K., Dörksen, H., &#38; Lohweg, V. (2015). Efficient Image Processing System for an Industrial Machine Learning Task. In <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo. <a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">https://doi.org/10.1007/978-3-662-48838-6_8</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Vukovic, Kristijan</span> ; <span style=\"font-variant:small-caps;\">Simonis, Kristina</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo, 2015","chicago-de":"Vukovic, Kristijan, Kristina Simonis, Helene Dörksen und Volker Lohweg. 2015. Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo. doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8,\">10.1007/978-3-662-48838-6_8,</a> .","short":"K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, in: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA, Lemgo, 2015.","ama":"Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo; 2015. doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">10.1007/978-3-662-48838-6_8</a>","ieee":"K. Vukovic, K. Simonis, H. Dörksen, and V. Lohweg, “Efficient Image Processing System for an Industrial Machine Learning Task,” in <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, 2015."},"language":[{"iso":"eng"}],"place":"Fraunhofer Application Centre IOSB-INA, Lemgo","keyword":["Assistance System","Euler Number","Synchronous Motor","Image Processing System","Image Processing Method"],"doi":"10.1007/978-3-662-48838-6_8","_id":"2128","date_created":"2019-12-04T09:04:50Z","type":"conference","publication":"Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)","date_updated":"2023-03-15T13:49:38Z","user_id":"68554"},{"title":"Stable Image Acquisition for Mobile Image Processing Applications","citation":{"short":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015, pp. 1–12.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Henning, Kai-Fabian</span> ; <span style=\"font-variant:small-caps;\">Fritze, Alexander</span> ; <span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA : SPIE, 2015, S. 1–12","chicago-de":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks und Volker Lohweg. 2015. Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 1–12. San Francisco, CA, USA: SPIE. doi:<a href=\"https://doi.org/10.1117/12.2076146,\">10.1117/12.2076146,</a> .","van":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015. p. 1–12.","bjps":"<b>Henning K-F <i>et al.</i></b> (2015) Stable Image Acquisition for Mobile Image Processing Applications. <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA: SPIE, pp. 1–12.","havard":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, Stable Image Acquisition for Mobile Image Processing Applications, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.","mla":"Henning, Kai-Fabian, et al. “Stable Image Acquisition for Mobile Image Processing Applications.” <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, SPIE, 2015, pp. 1–12, doi:<a href=\"https://doi.org/10.1117/12.2076146\">10.1117/12.2076146</a>.","ufg":"<b>Henning, Kai-Fabian et. al. (2015)</b>: Stable Image Acquisition for Mobile Image Processing Applications, in: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, San Francisco, CA, USA, S. 1–12.","apa":"Henning, K.-F., Fritze, A., Gillich, E., Mönks, U., &#38; Lohweg, V. (2015). Stable Image Acquisition for Mobile Image Processing Applications. In <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i> (pp. 1–12). San Francisco, CA, USA: SPIE. <a href=\"https://doi.org/10.1117/12.2076146\">https://doi.org/10.1117/12.2076146</a>","chicago":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks, and Volker Lohweg. “Stable Image Acquisition for Mobile Image Processing Applications.” In <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 1–12. San Francisco, CA, USA: SPIE, 2015. <a href=\"https://doi.org/10.1117/12.2076146\">https://doi.org/10.1117/12.2076146</a>.","ama":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA: SPIE; 2015:1-12. doi:<a href=\"https://doi.org/10.1117/12.2076146\">10.1117/12.2076146</a>","ieee":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, and V. Lohweg, “Stable Image Acquisition for Mobile Image Processing Applications,” in <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 2015, pp. 1–12."},"abstract":[{"text":"Today, mobile devices (smartphones, tablets, etc.) are widespread and of high importance for their users. Their performance as well as versatility increases over time. This leads to the opportunity to use such devices for more specific tasks like image processing in an industrial context. For the analysis of images requirements like image quality (blur, illumination, etc.) as well as a defined relative position of the object to be inspected are crucial. Since mobile devices are handheld and used in constantly changing environments the challenge is to fulfill these requirements. We present an approach to overcome the obstacles and stabilize the image capturing process such that image analysis becomes significantly improved on mobile devices. Therefore, image processing methods are combined with sensor fusion concepts. The approach consists of three main parts. First, pose estimation methods are used to guide a user moving the device to a defined position. Second, the sensors data and the pose information are combined for relative motion estimation. Finally, the image capturing process is automated. It is triggered depending on the alignment of the device and the object as well as the image quality that can be achieved under consideration of motion and environmental effects.","lang":"eng"}],"author":[{"first_name":"Kai-Fabian","id":"44017","last_name":"Henning","full_name":"Henning, Kai-Fabian"},{"last_name":"Fritze","first_name":"Alexander","full_name":"Fritze, Alexander"},{"full_name":"Gillich, Eugen","first_name":"Eugen","id":"1706","last_name":"Gillich"},{"first_name":"Uwe","full_name":"Mönks, Uwe","id":"1825","last_name":"Mönks"},{"full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg","id":"1804","orcid":"0000-0002-3325-7887"}],"year":2015,"main_file_link":[{"url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9404/94040N/Stable-image-acquisition-for-mobile-image-processing-applications/10.1117/12.2076146.full?SSO=1","open_access":"1"}],"department":[{"_id":"DEP5023"}],"publisher":"SPIE","status":"public","page":"1-12","publication":"IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI","date_created":"2019-12-04T10:07:01Z","type":"conference","user_id":"68554","date_updated":"2023-03-15T13:49:39Z","oa":"1","_id":"2155","doi":"10.1117/12.2076146","place":"San Francisco, CA, USA","keyword":["Image processing","Image acquisition","Mobile devices  Sensors","Image fusion","Motion estimation","Cameras"],"language":[{"iso":"eng"}]},{"place":"Genova","doi":" 10.1109/ICIP.2005.1529759","_id":"2058","user_id":"45673","type":"conference","publisher":"IEEE","department":[{"_id":"DEP5023"}],"abstract":[{"text":"Nonlinear spatial transforms and fuzzy pattern classification with unimodal potential functions are established in signal processing. They have proved to be excellent tools in feature extraction and classification. In this paper we present a hardware accelerated image processing and classification scheme for rotation and translation tolerant two-dimensional pattern recognition, which is based on one-dimensional nonlinear discrete circular transforms. However, the scheme is simple; it is stable and therefore well suited for industrial applications. An implementation on one field programmable gate array (FPGA) is proposed.","lang":"eng"}],"publication_status":"published","language":[{"iso":"eng"}],"keyword":["Pattern recognition","Field programmable gate arrays","Neural networks","Image processing","Discrete transforms","Signal processing","Image retrieval","Image recognition","Transient analysis","Fuzzy systems"],"date_updated":"2023-03-15T13:49:38Z","date_created":"2019-11-29T13:17:49Z","publication_identifier":{"issn":["1522-4880 "],"eissn":["2381-8549 "],"isbn":["0-7803-9134-9"]},"publication":"IEEE International Conference On Image Processing (ICIP), Proceedings","page":"349 - 352","status":"public","main_file_link":[{"url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1529759"}],"author":[{"last_name":"Henke","first_name":"Tobias","full_name":"Henke, Tobias"},{"orcid":"0000-0002-3325-7887","id":"1804","last_name":"Lohweg","full_name":"Lohweg, Volker","first_name":"Volker"}],"year":2005,"citation":{"ama":"Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition. In: <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>. Genova: IEEE; 2005:349-352. doi:<a href=\"https://doi.org/ 10.1109/ICIP.2005.1529759\"> 10.1109/ICIP.2005.1529759</a>","ieee":"T. Henke and V. Lohweg, “A Simplified Scheme For Hardware-Based Pattern Recognition,” in <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>, 2005, pp. 349–352.","short":"T. Henke, V. Lohweg, in: IEEE International Conference On Image Processing (ICIP), Proceedings, IEEE, Genova, 2005, pp. 349–352.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Henke, Tobias</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: A Simplified Scheme For Hardware-Based Pattern Recognition. In: <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>. Genova : IEEE, 2005, S. 349–352","chicago-de":"Henke, Tobias und Volker Lohweg. 2005. A Simplified Scheme For Hardware-Based Pattern Recognition. In: <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>, 349–352. Genova: IEEE. doi:<a href=\"https://doi.org/ 10.1109/ICIP.2005.1529759,\"> 10.1109/ICIP.2005.1529759,</a> .","van":"Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition. In: IEEE International Conference On Image Processing (ICIP), Proceedings. Genova: IEEE; 2005. p. 349–52.","ufg":"<b>Henke, Tobias/Lohweg, Volker (2005)</b>: A Simplified Scheme For Hardware-Based Pattern Recognition, in: <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>, Genova, S. 349–352.","havard":"T. Henke, V. Lohweg, A Simplified Scheme For Hardware-Based Pattern Recognition, in: IEEE International Conference On Image Processing (ICIP), Proceedings, IEEE, Genova, 2005: pp. 349–352.","mla":"Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based Pattern Recognition.” <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>, IEEE, 2005, pp. 349–52, doi:<a href=\"https://doi.org/ 10.1109/ICIP.2005.1529759\"> 10.1109/ICIP.2005.1529759</a>.","bjps":"<b>Henke T and Lohweg V</b> (2005) A Simplified Scheme For Hardware-Based Pattern Recognition. <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>. Genova: IEEE, pp. 349–352.","apa":"Henke, T., &#38; Lohweg, V. (2005). A Simplified Scheme For Hardware-Based Pattern Recognition. In <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i> (pp. 349–352). Genova: IEEE. <a href=\"https://doi.org/ 10.1109/ICIP.2005.1529759\">https://doi.org/ 10.1109/ICIP.2005.1529759</a>","chicago":"Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based Pattern Recognition.” In <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>, 349–52. Genova: IEEE, 2005. <a href=\"https://doi.org/ 10.1109/ICIP.2005.1529759\">https://doi.org/ 10.1109/ICIP.2005.1529759</a>."},"title":"A Simplified Scheme For Hardware-Based Pattern Recognition"},{"date_created":"2019-11-29T13:09:05Z","type":"journal_article","publication":"EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing ","publication_identifier":{"issn":["1110-8657 "]},"date_updated":"2023-03-15T13:49:38Z","user_id":"15514","intvolume":"        12","oa":"1","language":[{"iso":"eng"}],"place":"Akron, Ohio","keyword":["image processing","nonlinear circular transforms","feature extraction","fuzzy pattern recognition"],"doi":"https://doi.org/10.1155/S1110865704404247","_id":"2056","title":"Algorithms for Hardware-Based Pattern Recognition","publication_status":"published","volume":12,"citation":{"ama":"Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition. <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i>. 2004;12(1):1912-1920. doi:<a href=\"https://doi.org/10.1155/S1110865704404247\">https://doi.org/10.1155/S1110865704404247</a>","ieee":"V. Lohweg, C. Diederichs, and D. Müller, “Algorithms for Hardware-Based Pattern Recognition,” <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i>, vol. 12, no. 1, pp. 1912–1920, 2004.","chicago-de":"Lohweg, Volker, Carsten Diederichs und Dietmar Müller. 2004. Algorithms for Hardware-Based Pattern Recognition. <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i> 12, Nr. 1: 1912–1920. doi:<a href=\"https://doi.org/10.1155/S1110865704404247,\">https://doi.org/10.1155/S1110865704404247,</a> .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Diederichs, Carsten</span> ; <span style=\"font-variant:small-caps;\">Müller, Dietmar</span>: Algorithms for Hardware-Based Pattern Recognition. In: <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i> Bd. 12. Akron, Ohio, Hindawi Publ. (2004), Nr. 1, S. 1912–1920","short":"V. Lohweg, C. Diederichs, D. Müller, EURASIP Journal on Applied Signal Processing : A Publication of the European Association for Speech, Signal, and Image Processing  12 (2004) 1912–1920.","ufg":"<b>Lohweg, Volker et. al. (2004)</b>: Algorithms for Hardware-Based Pattern Recognition, in: <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i> <i>12</i> (<i>1</i>), S. 1912–1920.","havard":"V. Lohweg, C. Diederichs, D. Müller, Algorithms for Hardware-Based Pattern Recognition, EURASIP Journal on Applied Signal Processing : A Publication of the European Association for Speech, Signal, and Image Processing . 12 (2004) 1912–1920.","mla":"Lohweg, Volker, et al. “Algorithms for Hardware-Based Pattern Recognition.” <i>EURASIP Journal on Applied Signal Processing : A Publication of the European Association for Speech, Signal, and Image Processing </i>, vol. 12, no. 1, Hindawi Publ., 2004, pp. 1912–20, doi:<a href=\"https://doi.org/10.1155/S1110865704404247\">https://doi.org/10.1155/S1110865704404247</a>.","bjps":"<b>Lohweg V, Diederichs C and Müller D</b> (2004) Algorithms for Hardware-Based Pattern Recognition. <i>EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing </i> <b>12</b>, 1912–1920.","van":"Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition. EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing . 2004;12(1):1912–20.","chicago":"Lohweg, Volker, Carsten Diederichs, and Dietmar Müller. “Algorithms for Hardware-Based Pattern Recognition.” <i>EURASIP Journal on Applied Signal Processing : A Publication of the European Association for Speech, Signal, and Image Processing </i> 12, no. 1 (2004): 1912–20. <a href=\"https://doi.org/10.1155/S1110865704404247\">https://doi.org/10.1155/S1110865704404247</a>.","apa":"Lohweg, V., Diederichs, C., &#38; Müller, D. (2004). Algorithms for Hardware-Based Pattern Recognition. <i>EURASIP Journal on Applied Signal Processing : A Publication of the European Association for Speech, Signal, and Image Processing </i>, <i>12</i>(1), 1912–1920. <a href=\"https://doi.org/10.1155/S1110865704404247\">https://doi.org/10.1155/S1110865704404247</a>"},"department":[{"_id":"DEP5023"}],"main_file_link":[{"open_access":"1","url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865704404247"}],"author":[{"orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","id":"1804"},{"last_name":"Diederichs","full_name":"Diederichs, Carsten","id":"44209","first_name":"Carsten"},{"first_name":"Dietmar","last_name":"Müller","full_name":"Müller, Dietmar"}],"year":2004,"issue":"1","abstract":[{"text":"Nonlinear spatial transforms and fuzzy pattern classification with unimodal potential functions are established in signal processing. They have proved to be excellent tools in feature extraction and classification. In this paper, we will present a hardware-accelerated image processing and classification system which is implemented on one field-programmable gate array (FPGA). Nonlinear discrete circular transforms generate a feature vector. The features are analyzed by a fuzzy classifier. This principle can be used for feature extraction, pattern recognition, and classification tasks. Implementation in radix-2 structures is possible, allowing fast calculations with a computational complexity of up to. Furthermore, the pattern separability properties of these transforms are better than those achieved with the well-known method based on the power spectrum of the Fourier Transform, or on several other transforms. Using different signal flow structures, the transforms can be adapted to different image and signal processing applications.","lang":"eng"}],"page":"1912-1920","status":"public","publisher":"Hindawi Publ."}]