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Recent Advances in Computer Vision Applications Using Parallel Processing (Studies in Computational Intelligence, nr. 1073)

Editat de Khalid M. Hosny, Ahmad Salah
Notă GoodReads:
en Limba Engleză Hardback – 22 Jan 2023
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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Specificații

ISBN-13: 9783031187346
ISBN-10: 3031187342
Ilustrații: VIII, 122 p. 57 illus., 46 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția: 1st ed. 2023
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării: Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Provides the recent parallel architectures to accelerate the computer vision and image processing applications
Discusses recent advances in computer vision applications using parallel processing
Presents a set of software tools that can perform the desired tasks in extremely fast manner