[{"date_updated":"2023-03-15T13:49:38Z","doi":"https://doi.org/10.1155/S1110865704404247","issue":"1","publisher":"Hindawi Publ.","type":"journal_article","page":"1912-1920","abstract":[{"lang":"eng","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."}],"keyword":["image processing","nonlinear circular transforms","feature extraction","fuzzy pattern recognition"],"status":"public","department":[{"_id":"DEP5023"}],"year":2004,"user_id":"15514","title":"Algorithms for Hardware-Based Pattern Recognition","main_file_link":[{"url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865704404247","open_access":"1"}],"publication_status":"published","volume":12,"language":[{"iso":"eng"}],"date_created":"2019-11-29T13:09:05Z","citation":{"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.","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> .","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.","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>","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>.","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.","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>","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.","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":"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>.","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","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."},"place":"Akron, Ohio","publication_identifier":{"issn":["1110-8657 "]},"intvolume":"        12","author":[{"orcid":"0000-0002-3325-7887","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg"},{"full_name":"Diederichs, Carsten","last_name":"Diederichs","id":"44209","first_name":"Carsten"},{"full_name":"Müller, Dietmar","last_name":"Müller","first_name":"Dietmar"}],"oa":"1","_id":"2056","publication":"EURASIP journal on applied signal processing : a publication of the European Association for Speech, Signal, and Image Processing "},{"type":"conference","author":[{"first_name":"Carsten","id":"44209","last_name":"Diederichs","full_name":"Diederichs, Carsten"},{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker","first_name":"Volker"}],"editor":[{"first_name":"Giovanni","full_name":"Sicuranza, Giovanni","last_name":"Sicuranza"}],"publisher":"EURASIP","date_created":"2019-11-29T12:58:24Z","language":[{"iso":"eng"}],"citation":{"bjps":"<b>Diederichs C and Lohweg V</b> (2003) An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In Sicuranza G (ed.), <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>. Grade- Trieste, Italy: EURASIP.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Diederichs, Carsten</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In: <span style=\"font-variant:small-caps;\">Sicuranza, G.</span> (Hrsg.): <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>. Grade- Trieste, Italy : EURASIP, 2003","chicago":"Diederichs, Carsten, and Volker Lohweg. “An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification.” In <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>, edited by Giovanni Sicuranza. Grade- Trieste, Italy: EURASIP, 2003.","ieee":"C. Diederichs and V. Lohweg, “An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification,” in <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>, 2003.","van":"Diederichs C, Lohweg V. An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In: Sicuranza G, editor. IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing. Grade- Trieste, Italy: EURASIP; 2003.","ama":"Diederichs C, Lohweg V. An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In: Sicuranza G, ed. <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>. Grade- Trieste, Italy: EURASIP; 2003.","short":"C. Diederichs, V. Lohweg, in: G. Sicuranza (Ed.), IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, EURASIP, Grade- Trieste, Italy, 2003.","mla":"Diederichs, Carsten, and Volker Lohweg. “An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification.” <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>, edited by Giovanni Sicuranza, EURASIP, 2003.","apa":"Diederichs, C., &#38; Lohweg, V. (2003). An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In G. Sicuranza (Ed.), <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>. Grade- Trieste, Italy: EURASIP.","ufg":"<b>Diederichs, Carsten/Lohweg, Volker (2003)</b>: An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification, in: Giovanni Sicuranza (Hg.): <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>, Grade- Trieste, Italy.","chicago-de":"Diederichs, Carsten und Volker Lohweg. 2003. An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification. In: <i>IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing</i>, hg. von Giovanni Sicuranza. Grade- Trieste, Italy: EURASIP.","havard":"C. Diederichs, V. Lohweg, An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification, in: G. Sicuranza (Ed.), IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, EURASIP, Grade- Trieste, Italy, 2003."},"place":"Grade- Trieste, Italy","title":"An Image-Processing-System-On-Chip Based on Nonlinear Generalized Circular Transforms and Fuzzy Pattern Classification","date_updated":"2023-03-15T13:49:38Z","department":[{"_id":"DEP5023"}],"year":2003,"user_id":"45673","publication":"IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing","status":"public","_id":"2054"}]