Machine vision: theory, algorithms, practicalities
In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed i...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam Boston
Elsevier
© 2005
|
| Edition: | 3rd ed |
| Subjects: | |
| Online Access: | FLA01 Volltext |
| Summary: | In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed images. While researchers and industry specialists continue to document their work in this area, it has become increasingly difficult for professionals and graduate students to understand the essential theory and practicalities well enough to design their own algorithms and systems. This book directly addresses this need. As in earlier editions, E.R. Davies clearly and systematically presents the basic concepts of the field in highly accessible prose and images, covering essential elements of the theory while emphasizing algorithmic and practical design constraints. In this thoroughly updated edition, he divides the material into horizontal levels of a complete machine vision system. Application case studies demonstrate specific techniques and illustrate key constraints for designing real-world machine vision systems. Includes solid, accessible coverage of 2-D and 3-D scene analysis. Offers thorough treatment of the Hough Transforma key technique for inspection and surveillance. Brings vital topics and techniques together in an integrated system design approach. Takes full account of the requirement for real-time processing in real applications |
| Item Description: | Includes bibliographical references (pages 869-915) and index |
| Physical Description: | 1 online resource (xxxiii, 934 pages) illustrations |
| ISBN: | 9780080473246 0080473245 |
Staff View
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| discipline | Informatik |
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| id | DE-604.BV046123865 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:35:48Z |
| institution | BVB |
| isbn | 9780080473246 0080473245 |
| language | English |
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| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Elsevier |
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| spelling | Davies, E. R. Verfasser aut Machine vision theory, algorithms, practicalities E.R. Davies 3rd ed Amsterdam Boston Elsevier © 2005 1 online resource (xxxiii, 934 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (pages 869-915) and index In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed images. While researchers and industry specialists continue to document their work in this area, it has become increasingly difficult for professionals and graduate students to understand the essential theory and practicalities well enough to design their own algorithms and systems. This book directly addresses this need. As in earlier editions, E.R. Davies clearly and systematically presents the basic concepts of the field in highly accessible prose and images, covering essential elements of the theory while emphasizing algorithmic and practical design constraints. In this thoroughly updated edition, he divides the material into horizontal levels of a complete machine vision system. Application case studies demonstrate specific techniques and illustrate key constraints for designing real-world machine vision systems. Includes solid, accessible coverage of 2-D and 3-D scene analysis. Offers thorough treatment of the Hough Transforma key technique for inspection and surveillance. Brings vital topics and techniques together in an integrated system design approach. Takes full account of the requirement for real-time processing in real applications COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer algorithms fast Computer vision fast Computer vision Computer algorithms Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 0122060938 Erscheint auch als Druck-Ausgabe 9780122060939 http://www.sciencedirect.com/science/book/9780122060939 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Davies, E. R. Machine vision theory, algorithms, practicalities COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer algorithms fast Computer vision fast Computer vision Computer algorithms Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4129594-8 |
| title | Machine vision theory, algorithms, practicalities |
| title_auth | Machine vision theory, algorithms, practicalities |
| title_exact_search | Machine vision theory, algorithms, practicalities |
| title_full | Machine vision theory, algorithms, practicalities E.R. Davies |
| title_fullStr | Machine vision theory, algorithms, practicalities E.R. Davies |
| title_full_unstemmed | Machine vision theory, algorithms, practicalities E.R. Davies |
| title_short | Machine vision |
| title_sort | machine vision theory algorithms practicalities |
| title_sub | theory, algorithms, practicalities |
| topic | COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer algorithms fast Computer vision fast Computer vision Computer algorithms Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | COMPUTERS / Computer Vision & Pattern Recognition Computer algorithms Computer vision Maschinelles Sehen |
| url | http://www.sciencedirect.com/science/book/9780122060939 |
| work_keys_str_mv | AT davieser machinevisiontheoryalgorithmspracticalities |