An efficient algorithm for fast block matching motion estimation using an adaptive threshold scheme

A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold ( SD th ) is two steps algorithm. Adaptive threshold for matching errors eliminates invalid blocks early from motion estimation procedure. Then it performs a search for fi...

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Vydané v:	Multimedia tools and applications Ročník 79; číslo 33-34; s. 24173 - 24184
Hlavní autori:	Kerfa, Djoudi, Saidane, AbdelKader
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.09.2020 Springer Nature B.V
Predmet:	Adaptive algorithms Algorithms Computer Communication Networks Computer Science Data Structures and Information Theory Diamonds Matching Motion simulation Multimedia Information Systems Searching Special Purpose and Application-Based Systems Motion estimation Block matching algorithm Threshold
ISSN:	1380-7501, 1573-7721
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Abstract	A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold ( SD th ) is two steps algorithm. Adaptive threshold for matching errors eliminates invalid blocks early from motion estimation procedure. Then it performs a search for final motion vector with a Star Diamond Algorithm. Proposed SD th algorithm has been implemented and tested using several video sequences. SD th algorithm is also compared with previous search methods to demonstrate its utility.
AbstractList	A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold (SDth) is two steps algorithm. Adaptive threshold for matching errors eliminates invalid blocks early from motion estimation procedure. Then it performs a search for final motion vector with a Star Diamond Algorithm. Proposed SDth algorithm has been implemented and tested using several video sequences. SDth algorithm is also compared with previous search methods to demonstrate its utility. A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold ( SD th ) is two steps algorithm. Adaptive threshold for matching errors eliminates invalid blocks early from motion estimation procedure. Then it performs a search for final motion vector with a Star Diamond Algorithm. Proposed SD th algorithm has been implemented and tested using several video sequences. SD th algorithm is also compared with previous search methods to demonstrate its utility.
Author	Kerfa, Djoudi Saidane, AbdelKader
Author_xml	– sequence: 1 givenname: Djoudi orcidid: 0000-0002-0615-9464 surname: Kerfa fullname: Kerfa, Djoudi email: djoudi.kerfa@enp-oran.dz organization: CaSiCCE Laboratory, Electrical Engineering Department, National Polytechnic School of Oran, Maurice Audin (ex-ENSET) – sequence: 2 givenname: AbdelKader surname: Saidane fullname: Saidane, AbdelKader organization: CaSiCCE Laboratory, Electrical Engineering Department, National Polytechnic School of Oran, Maurice Audin (ex-ENSET)
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Cites_doi	10.1007/s11042-014-2428-x 10.1002/9780470989418 10.1109/76.499840 10.1007/s11042-018-6353-2 10.1007/978-981-13-1927-3_5 10.1016/j.patrec.2006.01.004 10.1109/PRIMEASIA.2010.5604955 10.1109/TCSVT.2013.2241352 10.1109/76.313138 10.1109/ICCET.2010.5485814 10.1109/31.44347 10.1109/TIP.2003.819861 10.1117/12.2505732 10.1007/s11042-018-6157-4 10.1007/s00779-017-1058-5 10.1109/76.564122 10.1155/2015/715651 10.1109/83.821744 10.1109/SECON.2011.5752971
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Snippet	A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold ( SD th ) is two steps... A new block-matching algorithm for fast motion estimation is proposed. The so-called Star Diamond Search with Adaptive Threshold (SDth) is two steps algorithm....
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SubjectTerms	Adaptive algorithms Algorithms Computer Communication Networks Computer Science Data Structures and Information Theory Diamonds Matching Motion simulation Multimedia Information Systems Searching Special Purpose and Application-Based Systems
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