Readings in Computer Vision: Issues, Problem, Principles, and Paradigms
The field of computer vision combines techniques from physics, mathematics, psychology, artificial intelligence, and computer science to examine how machines might construct meaningful descriptions of their surrounding environment. The editors of this volume, prominent researchers and leaders of the...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Saint Louis
Elsevier Science
2014
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| Schlagworte: | |
| Online-Zugang: | FAW01 |
| Zusammenfassung: | The field of computer vision combines techniques from physics, mathematics, psychology, artificial intelligence, and computer science to examine how machines might construct meaningful descriptions of their surrounding environment. The editors of this volume, prominent researchers and leaders of the SRI International AI Center Perception Group, have selected sixty papers, most published since 1980, with the viewpoint that computer vision is concerned with solving seven basic problems: Reconstructing 3D scenes from 2D imagesDecomposing images into their component partsRecognizing and assigning labels to scene objectsDeducing and describing relations among scene objectsDetermining the nature of computer architectures that can support the visual functionRepresenting abstractions in the world of computer memoryMatching stored descriptions to image representation Each chapter of this volume addresses one of these problems through an introductory discussion, which identifies major ideas and summarizes approaches, and through reprints of key research papers. Two appendices on crucial assumptions in image interpretation and on parallel architectures for vision applications, a glossary of technical terms, and a comprehensive bibliography and index complete the volume |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 online resource (815 pages) |
| ISBN: | 9780080515816 9780934613330 |
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| discipline | Informatik |
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| spelling | Fischler, Martin A. Verfasser aut Readings in Computer Vision Issues, Problem, Principles, and Paradigms Saint Louis Elsevier Science 2014 © 1987 1 online resource (815 pages) txt rdacontent c rdamedia cr rdacarrier Description based on publisher supplied metadata and other sources The field of computer vision combines techniques from physics, mathematics, psychology, artificial intelligence, and computer science to examine how machines might construct meaningful descriptions of their surrounding environment. The editors of this volume, prominent researchers and leaders of the SRI International AI Center Perception Group, have selected sixty papers, most published since 1980, with the viewpoint that computer vision is concerned with solving seven basic problems: Reconstructing 3D scenes from 2D imagesDecomposing images into their component partsRecognizing and assigning labels to scene objectsDeducing and describing relations among scene objectsDetermining the nature of computer architectures that can support the visual functionRepresenting abstractions in the world of computer memoryMatching stored descriptions to image representation Each chapter of this volume addresses one of these problems through an introductory discussion, which identifies major ideas and summarizes approaches, and through reprints of key research papers. Two appendices on crucial assumptions in image interpretation and on parallel architectures for vision applications, a glossary of technical terms, and a comprehensive bibliography and index complete the volume Computer vision Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Maschinelles Sehen (DE-588)4129594-8 s 2\p DE-604 Firschein, Oscar Sonstige oth Erscheint auch als Druck-Ausgabe Fischler, Martin A . Readings in Computer Vision : Issues, Problem, Principles, and Paradigms 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Fischler, Martin A. Readings in Computer Vision Issues, Problem, Principles, and Paradigms Computer vision Maschinelles Sehen (DE-588)4129594-8 gnd |
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| title | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_auth | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_exact_search | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_full | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_fullStr | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_full_unstemmed | Readings in Computer Vision Issues, Problem, Principles, and Paradigms |
| title_short | Readings in Computer Vision |
| title_sort | readings in computer vision issues problem principles and paradigms |
| title_sub | Issues, Problem, Principles, and Paradigms |
| topic | Computer vision Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | Computer vision Maschinelles Sehen Aufsatzsammlung |
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