Recent Advances in Computer Vision Applications Using Parallel Processing -

Recent Advances in Computer Vision Applications Using Parallel Processing

Khalid M. Hosny, Ahmad Salah (Herausgeber)

Buch | Hardcover
XI, 119 Seiten
2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-18734-6 (ISBN)
171,19 inkl. MwSt

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
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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