Correlation pattern recognition:
Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background inform...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2005
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This 2005 book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xii, 390 pages) |
| ISBN: | 9780511541087 |
| DOI: | 10.1017/CBO9780511541087 |
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| 520 | |a Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This 2005 book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner | ||
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Datensatz im Suchindex
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| author | Kumar, B. V. K. Vijaya 1953- |
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| dewey-full | 006.4 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.4 |
| dewey-search | 006.4 |
| dewey-sort | 16.4 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1017/CBO9780511541087 |
| format | Electronic eBook |
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| id | DE-604.BV043943120 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:19Z |
| institution | BVB |
| isbn | 9780511541087 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029352091 |
| oclc_num | 967685621 |
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| owner_facet | DE-12 DE-92 |
| physical | 1 online resource (xii, 390 pages) |
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| spelling | Kumar, B. V. K. Vijaya 1953- Verfasser aut Correlation pattern recognition B.V.K. Vijaya Kumar, Abhijit Mahalanobis, Richard Juday Cambridge Cambridge University Press 2005 1 online resource (xii, 390 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This 2005 book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner Pattern recognition systems Correlation (Statistics) Korrelationsfunktion (DE-588)4286297-8 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Mustererkennung (DE-588)4040936-3 s Korrelationsfunktion (DE-588)4286297-8 s 1\p DE-604 Mahalanobis, Abhijit Sonstige oth Juday, Richard D. Sonstige oth Erscheint auch als Druckausgabe 978-0-521-15348-5 Erscheint auch als Druckausgabe 978-0-521-57103-6 https://doi.org/10.1017/CBO9780511541087 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kumar, B. V. K. Vijaya 1953- Correlation pattern recognition Pattern recognition systems Correlation (Statistics) Korrelationsfunktion (DE-588)4286297-8 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4286297-8 (DE-588)4040936-3 |
| title | Correlation pattern recognition |
| title_auth | Correlation pattern recognition |
| title_exact_search | Correlation pattern recognition |
| title_full | Correlation pattern recognition B.V.K. Vijaya Kumar, Abhijit Mahalanobis, Richard Juday |
| title_fullStr | Correlation pattern recognition B.V.K. Vijaya Kumar, Abhijit Mahalanobis, Richard Juday |
| title_full_unstemmed | Correlation pattern recognition B.V.K. Vijaya Kumar, Abhijit Mahalanobis, Richard Juday |
| title_short | Correlation pattern recognition |
| title_sort | correlation pattern recognition |
| topic | Pattern recognition systems Correlation (Statistics) Korrelationsfunktion (DE-588)4286297-8 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Pattern recognition systems Correlation (Statistics) Korrelationsfunktion Mustererkennung |
| url | https://doi.org/10.1017/CBO9780511541087 |
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