Recent Advances in Computer Vision Applications Using Parallel Processing

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.

Sommario

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.

Dettagli sul prodotto

• Con la collaborazione di: Khalid M. Hosny (Editore), Khalid M Hosny (Editore), Salah (Editore), Ahmad Salah (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 24.01.2024
• EAN: 9783031187377
• ISBN: 978-3-0-3118737-7
• Pagine: 119
• Dimensioni: 155 mm x 7 mm x 235 mm
• Illustrazioni: XI, 119 p. 58 illus., 46 illus. in color.
• Serie: Studies in Computational Intelligence
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie