An improved full search block matching algorithm for imaging applications

Full search block matching algorithm (FSBMA) for motion estimation requires a high level of computations, rendering the technique unsuitable for real-time imaging applications. To alleviate this problem, extensive research for developing faster motion estimation techniques has been conducted. As exp...

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Main Authors:	AlDabbagh, S.S.M., Mabrouk, A.H., Alshaikhli, Imad Fakhri Taha
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	Z665 Library Science. Information Science
Online Access:	http://irep.iium.edu.my/28383/ http://irep.iium.edu.my/28383/ http://irep.iium.edu.my/28383/1/imad06271172.pdf

id	iium-28383
recordtype	eprints
spelling	iium-283832013-02-14T02:48:40Z http://irep.iium.edu.my/28383/ An improved full search block matching algorithm for imaging applications AlDabbagh, S.S.M. Mabrouk, A.H. Alshaikhli, Imad Fakhri Taha Z665 Library Science. Information Science Full search block matching algorithm (FSBMA) for motion estimation requires a high level of computations, rendering the technique unsuitable for real-time imaging applications. To alleviate this problem, extensive research for developing faster motion estimation techniques has been conducted. As expected, reducing computational complexity comes at the expense of the image quality. This paper presents an improved full search block matching algorithm (IFSBMA) that reduces the computational load without significant degradation of the image quality. In comparison with other full search algorithms, the proposed technique reduces computational intensity with almost 90% for video bowing and 95% for video test. Experimental results also show that the computational complexity of the proposed technique is relatively higher than that of the four-step (FSS) and the three-step (TSS) algorithms. However, the sum of absolute difference (SAD) of the proposed technique is better than the SAD of the FSS and the TSS. 2012 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28383/1/imad06271172.pdf AlDabbagh, S.S.M. and Mabrouk, A.H. and Alshaikhli, Imad Fakhri Taha (2012) An improved full search block matching algorithm for imaging applications. In: International Conference on Computer and Communication Engineering (ICCCE 2012), 3-5 July 2012, Seri Pacific Hotel Kuala Lumpur. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6271172
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	Z665 Library Science. Information Science
spellingShingle	Z665 Library Science. Information Science AlDabbagh, S.S.M. Mabrouk, A.H. Alshaikhli, Imad Fakhri Taha An improved full search block matching algorithm for imaging applications
description	Full search block matching algorithm (FSBMA) for motion estimation requires a high level of computations, rendering the technique unsuitable for real-time imaging applications. To alleviate this problem, extensive research for developing faster motion estimation techniques has been conducted. As expected, reducing computational complexity comes at the expense of the image quality. This paper presents an improved full search block matching algorithm (IFSBMA) that reduces the computational load without significant degradation of the image quality. In comparison with other full search algorithms, the proposed technique reduces computational intensity with almost 90% for video bowing and 95% for video test. Experimental results also show that the computational complexity of the proposed technique is relatively higher than that of the four-step (FSS) and the three-step (TSS) algorithms. However, the sum of absolute difference (SAD) of the proposed technique is better than the SAD of the FSS and the TSS.
format	Conference or Workshop Item
author	AlDabbagh, S.S.M. Mabrouk, A.H. Alshaikhli, Imad Fakhri Taha
author_facet	AlDabbagh, S.S.M. Mabrouk, A.H. Alshaikhli, Imad Fakhri Taha
author_sort	AlDabbagh, S.S.M.
title	An improved full search block matching algorithm for imaging applications
title_short	An improved full search block matching algorithm for imaging applications
title_full	An improved full search block matching algorithm for imaging applications
title_fullStr	An improved full search block matching algorithm for imaging applications
title_full_unstemmed	An improved full search block matching algorithm for imaging applications
title_sort	improved full search block matching algorithm for imaging applications
publishDate	2012
url	http://irep.iium.edu.my/28383/ http://irep.iium.edu.my/28383/ http://irep.iium.edu.my/28383/1/imad06271172.pdf
first_indexed	2023-09-18T20:41:53Z
last_indexed	2023-09-18T20:41:53Z
_version_	1777409419600986112

An improved full search block matching algorithm for imaging applications

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