Parallel Computation in Image Processing
Seiten
2020
Cambridge University Press (Verlag)
978-0-521-77061-3 (ISBN)
Cambridge University Press (Verlag)
978-0-521-77061-3 (ISBN)
Covers the theory of massively parallel mesh-based architectures and the practical aspects of programming these systems for processing images.
Rapid advances in silicon and other computer technologies are making high speed, parallel image processing computers a reality. These processors will increasingly be massively parallel and embedded in cameras and other sensors. As these devices proliferate, designers of image processing systems need to understand the basic algorithms and programming techniques for realizing solutions to problems in image analysis, vision, data compression, and information retrieval. This book covers key parallel architectures and algorithms for processing images, including both the theory of massively parallel mesh-based architectures and the practical aspects of programming these systems. The techniques presented have applications to computer vision, image compression, image analysis, and information retrieval. The book can be used as a course text for students in electrical engineering and computer science at the graduate and advanced undergraduate levels and as a reference for researchers and working professionals.
Rapid advances in silicon and other computer technologies are making high speed, parallel image processing computers a reality. These processors will increasingly be massively parallel and embedded in cameras and other sensors. As these devices proliferate, designers of image processing systems need to understand the basic algorithms and programming techniques for realizing solutions to problems in image analysis, vision, data compression, and information retrieval. This book covers key parallel architectures and algorithms for processing images, including both the theory of massively parallel mesh-based architectures and the practical aspects of programming these systems. The techniques presented have applications to computer vision, image compression, image analysis, and information retrieval. The book can be used as a course text for students in electrical engineering and computer science at the graduate and advanced undergraduate levels and as a reference for researchers and working professionals.
1. Introduction; 2. Cellular logic machines; 3. The numeric mesh; 4. Advanced mesh algorithms; 5. Hierarchical domains; 6. Pyramid algorithms; 7. Meshes with static buses; 8. Meshes with hybrid buses; 9. Reconfigurable meshes; 10. Embeddings and virtualization; 11. Applications for the World-Wide Web.
| Erscheint lt. Verlag | 1.6.2020 |
|---|---|
| Reihe/Serie | Cambridge International Series on Parallel Computation |
| Verlagsort | Cambridge |
| Sprache | englisch |
| Maße | 152 x 228 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Mathematik / Informatik ► Informatik ► Theorie / Studium | |
| Schlagworte | Cambridge International Series on Parallel Computation |
| ISBN-10 | 0-521-77061-0 / 0521770610 |
| ISBN-13 | 978-0-521-77061-3 / 9780521770613 |
| Zustand | Neuware |
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