Staff View: Software optimization of vision-based around view monitoring system on embedded platform

Software optimization of vision-based around view monitoring system on embedded platform

Image processing algorithm requires high computational power. Optimizing the algorithm to be run on an embedded platform is very critical as the platform provides limited computational resources. This research focused on optimizing and implementing a vision-based Around View Monitoring (AVM) system...

Full description

Saved in:

Bibliographic Details
Main Authors:	Mahamud, Nurul Hidayah, Zainal Abidin, Zulkifli, Mohd Zaki, Hasan Firdaus, Mohd Mustafah, Yasir, Sediono, Wahju, Abdul Rahman, Hasbullah, S., Hanizam, Abdul Matin, M. A. A., Ahmad Rudin, Nurul Syuhada
Format:	Article
Language:	English
Published:	SAE International Malaysia 2020
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/84278/1/84278_Software%20Optimization%20of%20Vision-Based%20Around.pdf http://irep.iium.edu.my/84278/ http://jsaem.saemalaysia.org.my/index.php/jsaem/article/view/120
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.iium.irep.84278
record_format	dspace
spelling	my.iium.irep.842782020-11-04T03:50:43Z http://irep.iium.edu.my/84278/ Software optimization of vision-based around view monitoring system on embedded platform Mahamud, Nurul Hidayah Zainal Abidin, Zulkifli Mohd Zaki, Hasan Firdaus Mohd Mustafah, Yasir Sediono, Wahju Abdul Rahman, Hasbullah S., Hanizam Abdul Matin, M. A. A. Ahmad Rudin, Nurul Syuhada TK7885 Computer engineering Image processing algorithm requires high computational power. Optimizing the algorithm to be run on an embedded platform is very critical as the platform provides limited computational resources. This research focused on optimizing and implementing a vision-based Around View Monitoring (AVM) system running on two embedded boards of Cortex-A7 quad and Cortex-A15 quad-core, and desktop platform of Intel i7 core. This paper presented a study on several techniques of software optimization that is removing code redundancy and multi-threading. The two methods improve the total processing time of the AVM system by 45% on ARM Cortex-A15 and 47% on ARM Cortex-A7. SAE International Malaysia 2020-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/84278/1/84278_Software%20Optimization%20of%20Vision-Based%20Around.pdf Mahamud, Nurul Hidayah and Zainal Abidin, Zulkifli and Mohd Zaki, Hasan Firdaus and Mohd Mustafah, Yasir and Sediono, Wahju and Abdul Rahman, Hasbullah and S., Hanizam and Abdul Matin, M. A. A. and Ahmad Rudin, Nurul Syuhada (2020) Software optimization of vision-based around view monitoring system on embedded platform. Journal of the Society of Automotive Engineers Malaysia, 4 (1). pp. 73-81. ISSN 2600-8092 E-ISSN 2550-2239 http://jsaem.saemalaysia.org.my/index.php/jsaem/article/view/120
institution	Universiti Islam Antarabangsa Malaysia
building	IIUM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	International Islamic University Malaysia
content_source	IIUM Repository (IREP)
url_provider	http://irep.iium.edu.my/
language	English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Mahamud, Nurul Hidayah Zainal Abidin, Zulkifli Mohd Zaki, Hasan Firdaus Mohd Mustafah, Yasir Sediono, Wahju Abdul Rahman, Hasbullah S., Hanizam Abdul Matin, M. A. A. Ahmad Rudin, Nurul Syuhada Software optimization of vision-based around view monitoring system on embedded platform
description	Image processing algorithm requires high computational power. Optimizing the algorithm to be run on an embedded platform is very critical as the platform provides limited computational resources. This research focused on optimizing and implementing a vision-based Around View Monitoring (AVM) system running on two embedded boards of Cortex-A7 quad and Cortex-A15 quad-core, and desktop platform of Intel i7 core. This paper presented a study on several techniques of software optimization that is removing code redundancy and multi-threading. The two methods improve the total processing time of the AVM system by 45% on ARM Cortex-A15 and 47% on ARM Cortex-A7.
format	Article
author	Mahamud, Nurul Hidayah Zainal Abidin, Zulkifli Mohd Zaki, Hasan Firdaus Mohd Mustafah, Yasir Sediono, Wahju Abdul Rahman, Hasbullah S., Hanizam Abdul Matin, M. A. A. Ahmad Rudin, Nurul Syuhada
author_facet	Mahamud, Nurul Hidayah Zainal Abidin, Zulkifli Mohd Zaki, Hasan Firdaus Mohd Mustafah, Yasir Sediono, Wahju Abdul Rahman, Hasbullah S., Hanizam Abdul Matin, M. A. A. Ahmad Rudin, Nurul Syuhada
author_sort	Mahamud, Nurul Hidayah
title	Software optimization of vision-based around view monitoring system on embedded platform
title_short	Software optimization of vision-based around view monitoring system on embedded platform
title_full	Software optimization of vision-based around view monitoring system on embedded platform
title_fullStr	Software optimization of vision-based around view monitoring system on embedded platform
title_full_unstemmed	Software optimization of vision-based around view monitoring system on embedded platform
title_sort	software optimization of vision-based around view monitoring system on embedded platform
publisher	SAE International Malaysia
publishDate	2020
url	http://irep.iium.edu.my/84278/1/84278_Software%20Optimization%20of%20Vision-Based%20Around.pdf http://irep.iium.edu.my/84278/ http://jsaem.saemalaysia.org.my/index.php/jsaem/article/view/120
_version_	1683230377006596096
score	13.211869

Software optimization of vision-based around view monitoring system on embedded platform

Similar Items