Beta
128978

An Acceleration Strategy for Generating Cone-Beam CT Images Based on "Multi-core" Systems

Article

Last updated: 04 Jan 2025

Subjects

-

Tags

Computer and Systems Engineering.

Abstract

This paper displays a speeding up system for a cone-beam generation. We proposed a strategy to accelerate the Feld Kamp, Davis, and Kress (FDK) calculation based on a tiling process which is a compiler enhancement procedure. The test was the way by which to improve the use of the cache by strategies for loop blocking. Wiping out the cache misses as conceivable as possible is the guideline; reason/motivation behind the loop tiling. The method is represented and indicated by which method can be used as part of the recreation code, and in case of recognizing the reproduction output on the CPU "Multicore" condition; a specific model is also used. Exploratory results show that the intended Strategy achieves estimated 8.98 throughput per second (PPS) for reconstructing 〖512〗^3-voxel volume from 360 〖512〗^2 Pixel projections. This execution undertakes 3.37 speedup and 8.9 throughputs over than naive CPU based strategy that represents the infrastructure for parallelization code. Also, error measures results show that the proposed method did not affect the image quality reconstructed by the naïve method.

DOI

10.21608/jaet.2020.39654.1029

Keywords

FDK, Loop tiling, Cone-beam, Filtered back projection

Authors

First Name

marwa

Last Name

abbas

MiddleName

mohamed

Affiliation

Minia University – Faculty of Engineering, Computers and Systems Engineering Dept., Minia, Egypt

Email

marwa.abas_cse@yahoo.com

City

Minia

Orcid

-

First Name

Hassan

Last Name

Youness

MiddleName

Ali

Affiliation

Minia University – Faculty of Engineering, Computers and Systems Engineering Dept., Minia, Egypt

Email

hassan_youness@mu.edu.eg

City

Minia

Orcid

0000-0002-2672-132X

First Name

Ammar

Last Name

Hassan

MiddleName

Mostafa

Affiliation

Arab Academy for Science, Technology and Maritime Transport, South Valley Branch, Aswan, Egypt

Email

ammar@aast.edu

City

Aswan

Orcid

-

Volume

40

Article Issue

2

Related Issue

19169

Issue Date

2021-04-01

Receive Date

2020-08-18

Publish Date

2021-04-01

Page Start

117

Page End

126

Print ISSN

2682-2091

Online ISSN

2812-5487

Link

https://jaet.journals.ekb.eg/article_128978.html

Detail API

https://jaet.journals.ekb.eg/service?article_code=128978

Order

10

Publication Type

Journal

Publication Title

Journal of Advanced Engineering Trends

Publication Link

https://jaet.journals.ekb.eg/

MainTitle

An Acceleration Strategy for Generating Cone-Beam CT Images Based on "Multi-core" Systems

Details

Type

Article

Created At

22 Jan 2023