Recent Advances in Computer Vision Applications Using Parallel Processing

Khalid M. Hosny, Ahmad Salah (Herausgeber)

Buch | Hardcover

XI, 119 Seiten

2023
Springer International Publishing (Verlag)
978-3-031-18734-6 (ISBN)

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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