Computer and machine vision :: theory, algorithms, practicalities /
"Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constr...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Waltham, Mass. :
Elsevier,
2012.
|
| Ausgabe: | 4th ed. |
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | "Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fourth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date tutorial text suitable for graduate students, researchers and R & D engineers working in this vibrant subject. Key features include: Practical examples and case studies give the 'ins and outs' of developing real-world vision systems, giving engineers the realities of implementing the principles in practice; New chapters containing case studies on surveillance and driver assistance systems give practical methods on these cutting-edge applications in computer vision; Necessary mathematics and essential theory are made approachable by careful explanations and well-illustrated examples; Updated content and new sections cover topics such as human iris location, image stitching, line detection using RANSAC, performance measures, and hyperspectral imaging; The 'recent developments' section now included in each chapter will be useful in bringing students and practitioners up to date with the subject."--Publisher's description. |
| Beschreibung: | 1 online resource (xxxvi, 871 pages, 4 unnumbered pages of plates) : illustrations (some color), portrait |
| Bibliographie: | Includes bibliographical references and indexes. |
| ISBN: | 9780123869913 0123869919 |
Internformat
MARC
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| 100 | 1 | |a Davies, E. R. |q (E. Roy), |e author. |1 https://id.oclc.org/worldcat/entity/E39PCjDq6djpvGKwCCrQPTvKBd |0 http://id.loc.gov/authorities/names/nr91032311 | |
| 245 | 1 | 0 | |a Computer and machine vision : |b theory, algorithms, practicalities / |c E.R. Davies. |
| 250 | |a 4th ed. | ||
| 260 | |a Waltham, Mass. : |b Elsevier, |c 2012. | ||
| 300 | |a 1 online resource (xxxvi, 871 pages, 4 unnumbered pages of plates) : |b illustrations (some color), portrait | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and indexes. | ||
| 505 | 0 | 0 | |g Chapter 1. |t Vision, the Challenge -- |g Part 1. |t Low-level Vision -- |g Chapter 2. |t Images and Imaging Operations -- |g Chapter 3. |t Basic Image Filtering Operations -- |g Chapter 4. |t Thresholding Techniques -- |g Chapter 5. |t Edge Detection -- |g Chapter 6. |t Corner and Interest Point Detection -- |g Chapter 7. |t Mathematical Morphology -- |g Chapter 8. |t Texture. |
| 505 | 8 | 0 | |g Part 2. |t Intermediate-level Vision -- |g Chapter 9. |t Binary Shape Analysis -- |g Chapter 10. |t Boundary Pattern Analysis -- |g Chapter 11. |t Line Detection -- |g Chapter 12. |t Circle and Ellipse Detection -- |g Chapter 13. |t The Hough Transform and Its Nature -- |g Chapter 14. |t Pattern Matching Techniques. |
| 505 | 8 | 0 | |g Part 3. |t 3-D Vision and Motion -- |g Chapter 15. |t The Three-Dimensional World -- |g Chapter 16. |t Tackling the Perspective n-point Problem -- |g Chapter 17. |t Invariants and Perspective -- |g Chapter 18. |t Image Transformations and Camera Calibration -- |g Chapter 19. |t Motion. |
| 505 | 8 | 0 | |g Part 4. |t Toward Real-time Pattern Recognition Systems -- |g Chapter 20. |t Automated Visual Inspection -- |g Chapter 21. |t Inspection of Cereal Grains -- |g Chapter 22. |t Surveillance -- |g Chapter 23. |t In-Vehicle Vision Systems -- |g Chapter 24. |t Statistical Pattern Recognition -- |g Chapter 25. |t Image Acquisition -- |g Chapter 26. |t Real-Time Hardware and Systems Design Considerations -- |g Chapter 27. |t Epilogue--Perspectives in Vision -- |g Appendix A. |t Robust Statistics. |
| 520 | |a "Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fourth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date tutorial text suitable for graduate students, researchers and R & D engineers working in this vibrant subject. Key features include: Practical examples and case studies give the 'ins and outs' of developing real-world vision systems, giving engineers the realities of implementing the principles in practice; New chapters containing case studies on surveillance and driver assistance systems give practical methods on these cutting-edge applications in computer vision; Necessary mathematics and essential theory are made approachable by careful explanations and well-illustrated examples; Updated content and new sections cover topics such as human iris location, image stitching, line detection using RANSAC, performance measures, and hyperspectral imaging; The 'recent developments' section now included in each chapter will be useful in bringing students and practitioners up to date with the subject."--Publisher's description. | ||
| 650 | 0 | |a Computer vision. |0 http://id.loc.gov/authorities/subjects/sh85029549 | |
| 650 | 0 | |a Information visualization. |0 http://id.loc.gov/authorities/subjects/sh2002000243 | |
| 650 | 6 | |a Vision par ordinateur. | |
| 650 | 6 | |a Visualisation de l'information. | |
| 650 | 7 | |a COMPUTERS |x Computer Vision & Pattern Recognition. |2 bisacsh | |
| 650 | 7 | |a Computer vision |2 fast | |
| 650 | 7 | |a Information visualization |2 fast | |
| 758 | |i has work: |a Computer and machine vision (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFtBHcT8DpMgGVymGqgf9C |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Davies, E.R. (E. Roy). |t Computer and machine vision. |b 4th ed. |d Waltham, Mass. : Elsevier, 2012 |z 9780123869081 |w (OCoLC)761856317 |
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Datensatz im Suchindex
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| _version_ | 1816881789687300096 |
| adam_text | |
| any_adam_object | |
| author | Davies, E. R. (E. Roy) |
| author_GND | http://id.loc.gov/authorities/names/nr91032311 |
| author_facet | Davies, E. R. (E. Roy) |
| author_role | aut |
| author_sort | Davies, E. R. |
| author_variant | e r d er erd |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | T - Technology |
| callnumber-label | TA1634 |
| callnumber-raw | TA1634 .D38 2012 |
| callnumber-search | TA1634 .D38 2012 |
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| callnumber-subject | TA - General and Civil Engineering |
| collection | ZDB-4-EBA |
| contents | Vision, the Challenge -- Low-level Vision -- Images and Imaging Operations -- Basic Image Filtering Operations -- Thresholding Techniques -- Edge Detection -- Corner and Interest Point Detection -- Mathematical Morphology -- Texture. Intermediate-level Vision -- Binary Shape Analysis -- Boundary Pattern Analysis -- Line Detection -- Circle and Ellipse Detection -- The Hough Transform and Its Nature -- Pattern Matching Techniques. 3-D Vision and Motion -- The Three-Dimensional World -- Tackling the Perspective n-point Problem -- Invariants and Perspective -- Image Transformations and Camera Calibration -- Motion. Toward Real-time Pattern Recognition Systems -- Automated Visual Inspection -- Inspection of Cereal Grains -- Surveillance -- In-Vehicle Vision Systems -- Statistical Pattern Recognition -- Image Acquisition -- Real-Time Hardware and Systems Design Considerations -- Epilogue--Perspectives in Vision -- Robust Statistics. |
| ctrlnum | (OCoLC)781540765 |
| 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 | 4th ed. |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn781540765 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:18:18Z |
| institution | BVB |
| isbn | 9780123869913 0123869919 |
| language | English |
| oclc_num | 781540765 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xxxvi, 871 pages, 4 unnumbered pages of plates) : illustrations (some color), portrait |
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| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Elsevier, |
| record_format | marc |
| spelling | Davies, E. R. (E. Roy), author. https://id.oclc.org/worldcat/entity/E39PCjDq6djpvGKwCCrQPTvKBd http://id.loc.gov/authorities/names/nr91032311 Computer and machine vision : theory, algorithms, practicalities / E.R. Davies. 4th ed. Waltham, Mass. : Elsevier, 2012. 1 online resource (xxxvi, 871 pages, 4 unnumbered pages of plates) : illustrations (some color), portrait text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and indexes. Chapter 1. Vision, the Challenge -- Part 1. Low-level Vision -- Chapter 2. Images and Imaging Operations -- Chapter 3. Basic Image Filtering Operations -- Chapter 4. Thresholding Techniques -- Chapter 5. Edge Detection -- Chapter 6. Corner and Interest Point Detection -- Chapter 7. Mathematical Morphology -- Chapter 8. Texture. Part 2. Intermediate-level Vision -- Chapter 9. Binary Shape Analysis -- Chapter 10. Boundary Pattern Analysis -- Chapter 11. Line Detection -- Chapter 12. Circle and Ellipse Detection -- Chapter 13. The Hough Transform and Its Nature -- Chapter 14. Pattern Matching Techniques. Part 3. 3-D Vision and Motion -- Chapter 15. The Three-Dimensional World -- Chapter 16. Tackling the Perspective n-point Problem -- Chapter 17. Invariants and Perspective -- Chapter 18. Image Transformations and Camera Calibration -- Chapter 19. Motion. Part 4. Toward Real-time Pattern Recognition Systems -- Chapter 20. Automated Visual Inspection -- Chapter 21. Inspection of Cereal Grains -- Chapter 22. Surveillance -- Chapter 23. In-Vehicle Vision Systems -- Chapter 24. Statistical Pattern Recognition -- Chapter 25. Image Acquisition -- Chapter 26. Real-Time Hardware and Systems Design Considerations -- Chapter 27. Epilogue--Perspectives in Vision -- Appendix A. Robust Statistics. "Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fourth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date tutorial text suitable for graduate students, researchers and R & D engineers working in this vibrant subject. Key features include: Practical examples and case studies give the 'ins and outs' of developing real-world vision systems, giving engineers the realities of implementing the principles in practice; New chapters containing case studies on surveillance and driver assistance systems give practical methods on these cutting-edge applications in computer vision; Necessary mathematics and essential theory are made approachable by careful explanations and well-illustrated examples; Updated content and new sections cover topics such as human iris location, image stitching, line detection using RANSAC, performance measures, and hyperspectral imaging; The 'recent developments' section now included in each chapter will be useful in bringing students and practitioners up to date with the subject."--Publisher's description. Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Vision par ordinateur. Visualisation de l'information. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Information visualization fast has work: Computer and machine vision (Text) https://id.oclc.org/worldcat/entity/E39PCFtBHcT8DpMgGVymGqgf9C https://id.oclc.org/worldcat/ontology/hasWork Print version: Davies, E.R. (E. Roy). Computer and machine vision. 4th ed. Waltham, Mass. : Elsevier, 2012 9780123869081 (OCoLC)761856317 FWS01 ZDB-4-EBA FWS_PDA_EBA https://www.sciencedirect.com/science/book/9780123869081 Volltext FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=453834 Volltext |
| spellingShingle | Davies, E. R. (E. Roy) Computer and machine vision : theory, algorithms, practicalities / Vision, the Challenge -- Low-level Vision -- Images and Imaging Operations -- Basic Image Filtering Operations -- Thresholding Techniques -- Edge Detection -- Corner and Interest Point Detection -- Mathematical Morphology -- Texture. Intermediate-level Vision -- Binary Shape Analysis -- Boundary Pattern Analysis -- Line Detection -- Circle and Ellipse Detection -- The Hough Transform and Its Nature -- Pattern Matching Techniques. 3-D Vision and Motion -- The Three-Dimensional World -- Tackling the Perspective n-point Problem -- Invariants and Perspective -- Image Transformations and Camera Calibration -- Motion. Toward Real-time Pattern Recognition Systems -- Automated Visual Inspection -- Inspection of Cereal Grains -- Surveillance -- In-Vehicle Vision Systems -- Statistical Pattern Recognition -- Image Acquisition -- Real-Time Hardware and Systems Design Considerations -- Epilogue--Perspectives in Vision -- Robust Statistics. Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Vision par ordinateur. Visualisation de l'information. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Information visualization fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85029549 http://id.loc.gov/authorities/subjects/sh2002000243 |
| title | Computer and machine vision : theory, algorithms, practicalities / |
| title_alt | Vision, the Challenge -- Low-level Vision -- Images and Imaging Operations -- Basic Image Filtering Operations -- Thresholding Techniques -- Edge Detection -- Corner and Interest Point Detection -- Mathematical Morphology -- Texture. Intermediate-level Vision -- Binary Shape Analysis -- Boundary Pattern Analysis -- Line Detection -- Circle and Ellipse Detection -- The Hough Transform and Its Nature -- Pattern Matching Techniques. 3-D Vision and Motion -- The Three-Dimensional World -- Tackling the Perspective n-point Problem -- Invariants and Perspective -- Image Transformations and Camera Calibration -- Motion. Toward Real-time Pattern Recognition Systems -- Automated Visual Inspection -- Inspection of Cereal Grains -- Surveillance -- In-Vehicle Vision Systems -- Statistical Pattern Recognition -- Image Acquisition -- Real-Time Hardware and Systems Design Considerations -- Epilogue--Perspectives in Vision -- Robust Statistics. |
| title_auth | Computer and machine vision : theory, algorithms, practicalities / |
| title_exact_search | Computer and machine vision : theory, algorithms, practicalities / |
| title_full | Computer and machine vision : theory, algorithms, practicalities / E.R. Davies. |
| title_fullStr | Computer and machine vision : theory, algorithms, practicalities / E.R. Davies. |
| title_full_unstemmed | Computer and machine vision : theory, algorithms, practicalities / E.R. Davies. |
| title_short | Computer and machine vision : |
| title_sort | computer and machine vision theory algorithms practicalities |
| title_sub | theory, algorithms, practicalities / |
| topic | Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Vision par ordinateur. Visualisation de l'information. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Information visualization fast |
| topic_facet | Computer vision. Information visualization. Vision par ordinateur. Visualisation de l'information. COMPUTERS Computer Vision & Pattern Recognition. Computer vision Information visualization |
| url | https://www.sciencedirect.com/science/book/9780123869081 https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=453834 |
| work_keys_str_mv | AT davieser computerandmachinevisiontheoryalgorithmspracticalities |