<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1870-9044</journal-id>
<journal-title><![CDATA[Polibits]]></journal-title>
<abbrev-journal-title><![CDATA[Polibits]]></abbrev-journal-title>
<issn>1870-9044</issn>
<publisher>
<publisher-name><![CDATA[Instituto Politécnico Nacional, Centro de Innovación y Desarrollo Tecnológico en Cómputo]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1870-90442014000200002</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Fast Intra Mode Decision in High Efficiency Video Coding]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Brahmasury Jain]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rao]]></surname>
<given-names><![CDATA[K.R.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,University of Texas Electrical Engineering Department ]]></institution>
<addr-line><![CDATA[Arlington Texas]]></addr-line>
<country>Estados Unidos de América</country>
</aff>
<aff id="A02">
<institution><![CDATA[,University of Texas Electrical Engineering Department ]]></institution>
<addr-line><![CDATA[Arlington Texas]]></addr-line>
<country>Estados Unidos de América</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2014</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2014</year>
</pub-date>
<numero>50</numero>
<fpage>5</fpage>
<lpage>12</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1870-90442014000200002&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1870-90442014000200002&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1870-90442014000200002&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[In this paper a coding unit early termination algorithm resulting in a fast intra prediction is proposed that terminates complete full search prediction for the coding unit. This is followed by a prediction unit mode decision to find the optimal modes HEVC encoder 35 prediction modes. This includes a two-step process: firstly calculating the Sum of Absolute Differences (SAD) of all the modes by down sampling method and secondly applying a three-step search algorithm to remove unnecessary modes. This is followed by early RDOQ (Rate Distortion Optimization Quantization) termination algorithm to further reduce the encoding time. Experimental results based on several video test sequences for 30 frames from each test sequence show for HEVC a decrease of about 35%-48% in encoding, with negligible degradation in peak signal to noise ratio (PSNR). Metrics such as BD-bitrate (Bjentegaard Delta bitrate), BD-PSNR (Bjentegaard Delta Peak Signal to Noise Ratio) and RD plots (Rate Distortion) are also used.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[HEVC]]></kwd>
<kwd lng="en"><![CDATA[Fast intra coding]]></kwd>
<kwd lng="en"><![CDATA[Early CU Termination]]></kwd>
<kwd lng="en"><![CDATA[Early RDOQ Termination]]></kwd>
<kwd lng="en"><![CDATA[PU Splitting]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  	    <p align="center"><font face="verdana" size="4"><b>Fast Intra Mode Decision in High Efficiency Video Coding</b></font></p>     <p align="center">&nbsp;</p>  	    <p align="center"><font face="verdana" size="2"><b>H. Brahmasury Jain<sup>1</sup> and K.R. Rao<sup>2*</sup></b></font></p>     <p align="center">&nbsp;</p>   	    <p align="justify"><font face="verdana" size="2"><i><sup>1 </sup>University of Texas at Arlington, Electrical Engineering Department, USA.</i> (e&#45;mail: <a href="mailto:harshdeep.brahmasuryjain@mavs.uta.edu">harshdeep.brahmasuryjain@mavs.uta.edu</a>).</font></p>  	    <p align="justify"><font face="verdana" size="2"><i><sup>2</sup> University of Texas at Arlington, Electrical Engineering Department, USA</i>. *Corresponding author (e&#45;mail: <a href="mailto:rao@uta.edu">rao@uta.edu</a>).</font></p>     <p align="justify">&nbsp;</p>     <p align="justify"><font face="verdana" size="2">Manuscript received on September 15, 2014    <br> Accepted for publication on October 1, 2014    ]]></body>
<body><![CDATA[<br> Published on November 15, 2014.</font></p>     <p align="justify">&nbsp;</p> 	    <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p> 	    <p align="justify"><font face="verdana" size="2">In this paper a coding unit early termination algorithm resulting in a fast intra prediction is proposed that terminates complete full search prediction for the coding unit. This is followed by a prediction unit mode decision to find the optimal modes HEVC encoder 35 prediction modes. This includes a two&#45;step process: firstly calculating the Sum of Absolute Differences (SAD) of all the modes by down sampling method and secondly applying a three&#45;step search algorithm to remove unnecessary modes. This is followed by early RDOQ (Rate Distortion Optimization Quantization) termination algorithm to further reduce the encoding time. Experimental results based on several video test sequences for 30 frames from each test sequence show for HEVC a decrease of about 35%&#45;48% in encoding, with negligible degradation in peak signal to noise ratio (PSNR). Metrics such as BD&#45;bitrate (Bjentegaard Delta bitrate), BD&#45;PSNR (Bjentegaard Delta Peak Signal to Noise Ratio) and RD plots (Rate Distortion) are also used.</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>Key words:</b> HEVC, Fast intra coding, Early CU Termination, Early RDOQ Termination, PU Splitting.</font></p>     <p align="justify">&nbsp;</p>     <p align="justify"><font face="verdana" size="2"><a href="/pdf/poli/n50/n50a2.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>      <p align="justify">&nbsp;</p>     <p align="justify"><font face="verdana" size="2"><b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;1&#93; G. 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