A Real-Time Parallel Image Processing Approach on Regular PCs with Multi-Core CPUs

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dc.authoridYILDIRIM, Serdar/0000-0003-3151-9916
dc.contributor.authorAtasoy, Huseyin
dc.contributor.authorYildirim, Esen
dc.contributor.authorYildirim, Serdar
dc.contributor.authorKutlu, Yakup
dc.date.accessioned2025-01-06T17:43:40Z
dc.date.available2025-01-06T17:43:40Z
dc.date.issued2017
dc.description.abstractIn this paper a parallel image processing and frame rate stabilization approach is proposed. This approach works on a regular PC with a multi-core CPU. It is implemented under. NET Framework and tested on Microsoft Windows 7 operating system, performing several experiments. It is also applied to a face recognition application to increase its image processing performance successfully. Results show that, handled workload when 4 physical cores are used is approximately 5.25 times the workload handled with one core. It is also shown that the approach successfully distributes the workload on CPU cores and produces output at a stable frame rate under both steady and unsteady workloads. This approach can be used for various signal processing or multimedia applications to parallelize their tasks to increase the performance on multi-core CPUs.
dc.identifier.doi10.5755/j01.eie.23.6.19696
dc.identifier.endpage71
dc.identifier.issn1392-1215
dc.identifier.issue6
dc.identifier.scopus2-s2.0-85038632791
dc.identifier.scopusqualityQ3
dc.identifier.startpage64
dc.identifier.urihttps://doi.org/10.5755/j01.eie.23.6.19696
dc.identifier.urihttps://hdl.handle.net/20.500.14669/2761
dc.identifier.volume23
dc.identifier.wosWOS:000418466200010
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherKaunas Univ Technology
dc.relation.ispartofElektronika Ir Elektrotechnika
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241211
dc.subjectMulticore processing
dc.subjectimage processing
dc.subjectsoftware performance
dc.titleA Real-Time Parallel Image Processing Approach on Regular PCs with Multi-Core CPUs
dc.typeArticle

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