Recent advances in computer vision applications using parallel processing
A Generic Multicore CPU Parallel Implementation of Fractional Order Digital Image Moment -- Computer-Aided Road Inspection: Systems and Algorithms -- Computer Stereo Vision for Autonomous Driving -- A Survey on GPU-based Visual Trackers -- Accelerating the Process of Copy-Move Forgery Detection usin...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2023
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| Schriftenreihe: | Studies in computational intelligence
volume 1073 |
| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | A Generic Multicore CPU Parallel Implementation of Fractional Order Digital Image Moment -- Computer-Aided Road Inspection: Systems and Algorithms -- Computer Stereo Vision for Autonomous Driving -- A Survey on GPU-based Visual Trackers -- Accelerating the Process of Copy-Move Forgery Detection using Multi-core CPUs Parallel Architecture -- Parallel Image Processing Applications using Raspberry Pi. This comprehensive book is primarily intended for researchers, computer vision specialists, and high-performance computing specialists who are interested in parallelizing computer vision techniques for the sake of accelerating the run-time of computer vision methods. This book covers different penalization methods on different parallel architectures such as multi-core CPUs and GPUs. It is also a valuable reference resource for researchers at all levels (e.g., undergraduate and postgraduate) who are seeking real-life examples of speeding up the computer vision methods’ run-time. |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xi, 119 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031187346 978-3-031-18734-6 |