Numerical Geometry of Images: Theory, Algorithms, and Applications
With the ever-rising volume worldwide of visual content on computers and communication networks, it becomes increasingly important to understand visual processing, to model and evaluate image formation, and to attempt to interpret image content. Numerical Geometry of Images presents an authoritative...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
2004
|
| Ausgabe: | 1st ed. 2004 |
| Schlagworte: | |
| Online-Zugang: | UBY01 URL des Eerstveröffentlichers |
| Zusammenfassung: | With the ever-rising volume worldwide of visual content on computers and communication networks, it becomes increasingly important to understand visual processing, to model and evaluate image formation, and to attempt to interpret image content. Numerical Geometry of Images presents an authoritative examination of new computational methods and algorithms in image processing and analysis. In addition to providing the requisite vocabulary for formulating problems, the book describes and utilizes tools from mathematical morphology, differential geometry, numerical analysis, and calculus of variations. Many applications, such as shape reconstruction, color-image enhancement and segmentation, edge integration, path planning, and calculation invariant signatures are explored. Topics and features: * Introduces new concepts in geometric image modeling and image interpretation (computer vision) * Provides the requisite theoretical basis and progresses to using key tools * Offers a solution to the face-recognition problem by generalizing principles from texture-mapping methods in computer graphics * Contains numerous helpful exercises and solutions to facilitate learning * Presents a new perspective on solving classic problems, as well as classic approaches to solving new problems * Uses industry-proven variational geometric methods and numerical schemes With its well-organized structure, clarity of presentation, and intuitive style, this new text/reference expedites a solid grasp of the technical material. Only a good background in geometry, linear algebra, and basic calculus is required. Graduate students and professionals with interests in computational geometry, computer vision, image processing, computer graphics, and algorithms will find the book an invaluable and highly practical learning resource |
| Beschreibung: | 1 Online-Ressource (XIII, 209 p. 254 illus) |
| ISBN: | 9780387216379 |
| DOI: | 10.1007/978-0-387-21637-9 |
Internformat
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| 520 | |a With the ever-rising volume worldwide of visual content on computers and communication networks, it becomes increasingly important to understand visual processing, to model and evaluate image formation, and to attempt to interpret image content. Numerical Geometry of Images presents an authoritative examination of new computational methods and algorithms in image processing and analysis. In addition to providing the requisite vocabulary for formulating problems, the book describes and utilizes tools from mathematical morphology, differential geometry, numerical analysis, and calculus of variations. Many applications, such as shape reconstruction, color-image enhancement and segmentation, edge integration, path planning, and calculation invariant signatures are explored. Topics and features: * Introduces new concepts in geometric image modeling and image interpretation (computer vision) * Provides the requisite theoretical basis and progresses to using key tools * Offers a solution to the face-recognition problem by generalizing principles from texture-mapping methods in computer graphics * Contains numerous helpful exercises and solutions to facilitate learning * Presents a new perspective on solving classic problems, as well as classic approaches to solving new problems * Uses industry-proven variational geometric methods and numerical schemes With its well-organized structure, clarity of presentation, and intuitive style, this new text/reference expedites a solid grasp of the technical material. Only a good background in geometry, linear algebra, and basic calculus is required. Graduate students and professionals with interests in computational geometry, computer vision, image processing, computer graphics, and algorithms will find the book an invaluable and highly practical learning resource | ||
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| dewey-full | 006.37 006.6 |
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| discipline | Informatik |
| discipline_str_mv | Informatik |
| doi_str_mv | 10.1007/978-0-387-21637-9 |
| edition | 1st ed. 2004 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:12:21Z |
| indexdate | 2024-07-10T09:01:34Z |
| institution | BVB |
| isbn | 9780387216379 |
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| spelling | Kimmel, Ron Verfasser aut Numerical Geometry of Images Theory, Algorithms, and Applications by Ron Kimmel 1st ed. 2004 New York, NY Springer New York 2004 1 Online-Ressource (XIII, 209 p. 254 illus) txt rdacontent c rdamedia cr rdacarrier With the ever-rising volume worldwide of visual content on computers and communication networks, it becomes increasingly important to understand visual processing, to model and evaluate image formation, and to attempt to interpret image content. Numerical Geometry of Images presents an authoritative examination of new computational methods and algorithms in image processing and analysis. In addition to providing the requisite vocabulary for formulating problems, the book describes and utilizes tools from mathematical morphology, differential geometry, numerical analysis, and calculus of variations. Many applications, such as shape reconstruction, color-image enhancement and segmentation, edge integration, path planning, and calculation invariant signatures are explored. Topics and features: * Introduces new concepts in geometric image modeling and image interpretation (computer vision) * Provides the requisite theoretical basis and progresses to using key tools * Offers a solution to the face-recognition problem by generalizing principles from texture-mapping methods in computer graphics * Contains numerous helpful exercises and solutions to facilitate learning * Presents a new perspective on solving classic problems, as well as classic approaches to solving new problems * Uses industry-proven variational geometric methods and numerical schemes With its well-organized structure, clarity of presentation, and intuitive style, this new text/reference expedites a solid grasp of the technical material. Only a good background in geometry, linear algebra, and basic calculus is required. Graduate students and professionals with interests in computational geometry, computer vision, image processing, computer graphics, and algorithms will find the book an invaluable and highly practical learning resource Image Processing and Computer Vision Computer Graphics Simulation and Modeling Optical data processing Computer graphics Computer simulation Algorithmische Geometrie (DE-588)4130267-9 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Differentialgeometrie (DE-588)4012248-7 gnd rswk-swf Differentialgeometrie (DE-588)4012248-7 s Bildverarbeitung (DE-588)4006684-8 s DE-604 Algorithmische Geometrie (DE-588)4130267-9 s Erscheint auch als Druck-Ausgabe 9781468495355 Erscheint auch als Druck-Ausgabe 9780387955629 Erscheint auch als Druck-Ausgabe 9781468495348 https://doi.org/10.1007/978-0-387-21637-9 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Kimmel, Ron Numerical Geometry of Images Theory, Algorithms, and Applications Image Processing and Computer Vision Computer Graphics Simulation and Modeling Optical data processing Computer graphics Computer simulation Algorithmische Geometrie (DE-588)4130267-9 gnd Bildverarbeitung (DE-588)4006684-8 gnd Differentialgeometrie (DE-588)4012248-7 gnd |
| subject_GND | (DE-588)4130267-9 (DE-588)4006684-8 (DE-588)4012248-7 |
| title | Numerical Geometry of Images Theory, Algorithms, and Applications |
| title_auth | Numerical Geometry of Images Theory, Algorithms, and Applications |
| title_exact_search | Numerical Geometry of Images Theory, Algorithms, and Applications |
| title_exact_search_txtP | Numerical Geometry of Images Theory, Algorithms, and Applications |
| title_full | Numerical Geometry of Images Theory, Algorithms, and Applications by Ron Kimmel |
| title_fullStr | Numerical Geometry of Images Theory, Algorithms, and Applications by Ron Kimmel |
| title_full_unstemmed | Numerical Geometry of Images Theory, Algorithms, and Applications by Ron Kimmel |
| title_short | Numerical Geometry of Images |
| title_sort | numerical geometry of images theory algorithms and applications |
| title_sub | Theory, Algorithms, and Applications |
| topic | Image Processing and Computer Vision Computer Graphics Simulation and Modeling Optical data processing Computer graphics Computer simulation Algorithmische Geometrie (DE-588)4130267-9 gnd Bildverarbeitung (DE-588)4006684-8 gnd Differentialgeometrie (DE-588)4012248-7 gnd |
| topic_facet | Image Processing and Computer Vision Computer Graphics Simulation and Modeling Optical data processing Computer graphics Computer simulation Algorithmische Geometrie Bildverarbeitung Differentialgeometrie |
| url | https://doi.org/10.1007/978-0-387-21637-9 |
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