Recent Advances in Computer Vision Applications Using Parallel Processing

Herausgegeben:Hosny, Khalid M.; Salah, Ahmad

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Studies in Computational Intelligence 1073
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-18737-7
• 1st ed. 2023
• Seitenzahl: 132
• Erscheinungstermin: 24. Januar 2024
• Englisch
• Abmessung: 235mm x 155mm x 8mm
• Gewicht: 213g
• ISBN-13: 9783031187377
• ISBN-10: 3031187377
• Artikelnr.: 69712374

Inhaltsangabe

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.