Machine vision: theory, algorithms, practicalities
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Elsevier
c2005
|
| Ausgabe: | 3rd ed |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references (p. 869-915) and index Vision, the challenge -- Images and imaging operations -- Basic image filtering operations -- Thresholding techniques -- Edge detection -- Binary shape analysis -- Boundary pattern analysis -- Mathematical morphology -- Line detection -- Circle detection -- The Hough transform and its nature -- Ellipse detection -- Hole detection -- Polygon and corner detection -- Abstract pattern matching techniques -- The three-dimensional world -- Tackling the perspective n-point problem -- Motion -- Invariants and their applications -- Egomotion and related tasks -- Image transformations and camera calibration -- Automated visual inspection -- Inspection of cereal grains -- Statistical pattern recognition -- Biologically inspired recognition schemes -- Texture -- Image acquisition -- Real-time hardware and systems design considerations -- Machine vision : art or science? 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 |
| Beschreibung: | 1 Online-Ressource (xxxiii, 934 p.) |
| ISBN: | 0080473245 0122060938 9780080473246 9780122060939 |
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| 500 | |a 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 | ||
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Datensatz im Suchindex
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| author | Davies, E. R., (E. Roy) |
| author_facet | Davies, E. R., (E. Roy) |
| author_role | aut |
| author_sort | Davies, E. R., (E. Roy) |
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| dewey-full | 006.3/7 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/7 |
| dewey-search | 006.3/7 |
| dewey-sort | 16.3 17 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | 3rd ed |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:15:51Z |
| institution | BVB |
| isbn | 0080473245 0122060938 9780080473246 9780122060939 |
| language | English |
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| spelling | Davies, E. R., (E. Roy) Verfasser aut Machine vision theory, algorithms, practicalities E.R. Davies 3rd ed Amsterdam Elsevier c2005 1 Online-Ressource (xxxiii, 934 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. 869-915) and index Vision, the challenge -- Images and imaging operations -- Basic image filtering operations -- Thresholding techniques -- Edge detection -- Binary shape analysis -- Boundary pattern analysis -- Mathematical morphology -- Line detection -- Circle detection -- The Hough transform and its nature -- Ellipse detection -- Hole detection -- Polygon and corner detection -- Abstract pattern matching techniques -- The three-dimensional world -- Tackling the perspective n-point problem -- Motion -- Invariants and their applications -- Egomotion and related tasks -- Image transformations and camera calibration -- Automated visual inspection -- Inspection of cereal grains -- Statistical pattern recognition -- Biologically inspired recognition schemes -- Texture -- Image acquisition -- Real-time hardware and systems design considerations -- Machine vision : art or science? 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 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=189467 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Davies, E. R., (E. Roy) 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 |
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