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.
Edited by:
Khalid M. Hosny, Ahmad Salah Imprint: Springer International Publishing AG Country of Publication: Switzerland Edition: 2023 ed. Volume: 1073 Dimensions:
Height: 235mm,
Width: 155mm,
Weight: 213g ISBN:9783031187377 ISBN 10: 3031187377 Series:Studies in Computational Intelligence Pages: 119 Publication Date:24 January 2024 Audience:
Professional and scholarly
,
Undergraduate
Format:Paperback Publisher's Status: Active
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.