Articles liés à PARALLELIZATION OF DIGITAL PROCESSING OF COLOUR IMAGES:...

PARALLELIZATION OF DIGITAL PROCESSING OF COLOUR IMAGES: UZBEKISTAN STATE WORLD LANGUAGE UNIVERSITY - Couverture souple

MALLAYEV, RAVSHAN

 
9786208846817: PARALLELIZATION OF DIGITAL PROCESSING OF COLOUR IMAGES: UZBEKISTAN STATE WORLD LANGUAGE UNIVERSITY
Couverture souple
ISBN 10 : 6208846811 ISBN 13 : 9786208846817
Editeur : Scholars' Press, 2025

Synopsis

Digital image processing, especially working with color images, has become an integral part of modern technologies. Color images are usually stored in the RGB (Red, Green, Blue) model, where each pixel consists of three color components. Since each component can be processed independently, parallel computing technologies are widely applied in this field.Parallelization refers to the technique of executing multiple tasks simultaneously, significantly increasing processing speed. In color image processing, each channel (R, G, B), each pixel, or image blocks can be processed by separate processors or threads. This not only saves time but also allows for real-time processing of large-scale images.Parallel processing techniques are effectively used in various fields such as artificial intelligence, medical imaging, video surveillance, and graphic editing applications. With the help of GPUs (graphics processing units) and multi-core CPUs, parallel processing is achieved using technologies like OpenMP, CUDA, OpenCL, and MPI.In addition, tasks like neural network-based analysis, image segmentation, filtering, sharpening, and color balance adjustments are also executed in parallel.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Scholars' Press
Date d'édition
2025
Langue
anglais
ISBN 10 
6208846811
ISBN 13 
9786208846817
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
Personne responsable
non disponible