Recent Advances in Computer Vision Applications Using Parallel Processing
Springer International Publishing (Verlag)
978-3-031-18734-6 (ISBN)
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.
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.
| Erscheinungsdatum | 25.01.2023 |
|---|---|
| Reihe/Serie | Studies in Computational Intelligence |
| Zusatzinfo | XI, 119 p. 58 illus., 46 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 349 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik | |
| Schlagworte | Clustering Computing • Face Detection and Recognition • Feature Description and Matching • feature extraction • Human Actions Recognition • Object Categorization • object detection and recognition • Texture Detection and Classification • Vehicle Detection and Tracking • visual tracking |
| ISBN-10 | 3-031-18734-2 / 3031187342 |
| ISBN-13 | 978-3-031-18734-6 / 9783031187346 |
| Zustand | Neuware |
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