Recent Advances in Computer Vision Applications Using Parallel Processing / edited by Khalid M. Hosny, Ahmad Salah.

Format:

Book

Contributor:

Ṣalāḥ, Aḥmad, editor.

Hosny, Khalid M., editor.

Series:

Studies in Computational Intelligence, 1860-9503 ; 1073

Language:

English

Subjects (All):

Computational intelligence.

Computer vision.

Computational Intelligence.

Computer Vision.

Local Subjects:

Computational Intelligence.

Computer Vision.

Physical Description:

1 online resource (126 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

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.

Contents:

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.

Other Format:

Print version: Hosny, Khalid M. Recent Advances in Computer Vision Applications Using Parallel Processing

ISBN:

3-031-18735-0