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<!DOCTYPE html>
<!--[if lt IE 7]> <html class="no-js lt-ie9 lt-ie8 lt-ie7"> <![endif]-->
<!--[if IE 7]> <html class="no-js lt-ie9 lt-ie8"> <![endif]-->
<!--[if IE 8]> <html class="no-js lt-ie9"> <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js"> <!--<![endif]-->
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
<title>VIRTUOSE - Virtualized Video Services</title>
<meta name="description" content="VIRTUOSE Celtic-plus project website" />
<meta name="keywords" content="VIRTUOSE" />
<meta name="viewport" content="width=device-width" />
<link rel="icon" type="image/png" href="favicon.png" />
<link rel="stylesheet" href="css/bootstrap.min.css" />
<style>
body {
padding-top: 50px;
padding-bottom: 20px;
}
.logo-center {
margin-left:auto;
margin-right:auto;
display: block;
}
</style>
<link rel="stylesheet" href="css/bootstrap-theme.min.css" />
<link rel="stylesheet" href="css/main.css" />
<link rel="stylesheet" href="css/carousel.css" />
<script src="js/vendor/modernizr-2.6.2-respond-1.1.0.min.js"></script>
</head>
<body>
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<p class="chromeframe">You are using an <strong>outdated</strong> browser. Please <a href="http://browsehappy.com/">upgrade your browser</a> or <a href="http://www.google.com/chromeframe/?redirect=true">activate Google Chrome Frame</a> to improve your experience.</p>
<![endif]-->
<div class="container">
<div class="tab-content" id="tabs">
<div class="masthead">
<!--
<a href="#main_x"><img style="margin-bottom: 4px;" src="img/virtuose-logo.png" /></a>
<ul style="float: right;" class="nav nav-justified">
<li><a href="#main_x">Main</a></li>
<li><a href="#publications_x">Publications</a></li>
<li><a href="#partners_x">Partners</a></li>
<li><a href="#contact_x">Contact</a></li>
</ul>
-->
<a href="#main_x"><img style="margin-bottom: 4px; height: 65px;" src="img/virtuose-logo.png" /></a>
<ul style="float: right;" class="nav nav-justified" id="myTabs" role="tablist">
<!--
<li role="presentation" class="active">
<a href="#main_x" id="main-tab" role="tab" data-toggle="tab" aria-controls="main" aria-expanded="true">Home</a>
</li>
-->
<li role="presentation" class="dropdown active">
<a aria-expanded="false" href="#" class="dropdown-toggle" id="homeTabDrop1" data-toggle="dropdown" aria-controls="homeTabDrop1-contents">Home<span class="caret"/>
</a>
<ul class="dropdown-menu" aria-labelledby="homeTabDrop1" id="homeTabDrop1-contents">
<li>
<a href="#main_x" role="tab" id="main-tab" data-toggle="tab" aria-controls="main">Main page</a>
</li>
<li>
<a href="#about_x" role="tab" id="about-tab" data-toggle="tab" aria-controls="partners">About the Project</a>
</li>
<li>
<a href="#approach_x" role="tab" id="approach-tab" data-toggle="tab" aria-controls="approach">Goals and approach</a>
</li>
<!--<li>
<a href="#results_x" role="tab" id="results-tab" data-toggle="tab" aria-controls="results">Expected Results</a>
</li>-->
<!--<li>
<a href="#impact_x" role="tab" id="impact-tab" data-toggle="tab" aria-controls="impact">Impact</a>
</li>-->
</ul>
</li>
<li role="presentation" class="dropdown">
<a aria-expanded="false" href="#" class="dropdown-toggle" id="partnersTabDrop1" data-toggle="dropdown" aria-controls="partnersTabDrop1-contents">Partners <span class="caret"/>
</a>
<ul class="dropdown-menu" aria-labelledby="partnersTabDrop1" id="partnersTabDrop1-contents">
<li>
<a href="#partners_x" role="tab" id="partners-tab" data-toggle="tab" aria-controls="partners">Project Partners</a>
</li>
<li>
<a href="#celtic-plus_x" role="tab" id="celtic-plus-tab" data-toggle="tab" aria-controls="celtic-plus">Celtic-Plus</a>
</li>
<li>
<a href="#funding-organizations_x" role="tab" id="funding-organizations-tab" data-toggle="tab" aria-controls="funding-organizations">Funding Organizations</a>
</li>
</ul>
</li>
<li role="presentation" class="dropdown">
<a aria-expanded="false" href="#" class="dropdown-toggle" id="disseminationTabDrop1" data-toggle="dropdown" aria-controls="disseminationTabDrop1-contents">Dissemination <span class="caret"/>
</a>
<ul class="dropdown-menu" aria-labelledby="disseminationTabDrop1" id="disseminationTabDrop1-contents">
<!--<li>
<a href="#standardization_x" role="tab" id="standardization-tab" data-toggle="tab" aria-controls="standardization">Standardization</a>
</li>-->
<li>
<a href="#publications_x" role="tab" id="publications-tab" data-toggle="tab" aria-controls="publications">Publications</a>
</li>
<!--<li>
<a href="#deliverables_x" role="tab" id="contact-tab" data-toggle="tab" aria-controls="deliverables">Main Deliverables</a>
</li>-->
<li>
<a href="http://ultravideo.cs.tut.fi/#encoder" target="_blank">Kvazaar</a>
</li>
</ul>
</li>
<li role="presentation">
<a href="#contact_x" id="contact-tab" role="tab" data-toggle="tab" aria-controls="contact" aria-expanded="true">Contact us</a>
</li>
</ul>
</div>
<!-- main-tab -->
<div id="main_x" role="tabpanel" aria-labelledby="main-tab" class="tab-pane active">
<noscript>
<div class="alert alert-danger"><h2>Your browser does not support JavaScript which is essential to access this page!</h2></div>
</noscript>
<!-- Carousel
================================================== -->
<div class="container">
<div id="myCarousel" class="carousel slide" data-ride="carousel">
<!-- Indicators -->
<ol class="carousel-indicators">
<li data-target="#myCarousel" data-slide-to="0" class="active"></li>
<li data-target="#myCarousel" data-slide-to="1"></li>
<li data-target="#myCarousel" data-slide-to="2"></li>
</ol>
<div class="carousel-inner">
<div class="item active">
<div class="container">
<div class="carousel-caption">
<img class="img-autoscale" style="margin: 5px;" src="img/virtuose-logo_large.png" />
<!--<p>Carousel text 1</p>
<p></p>-->
<p><a class="btn btn-primary btn-lg" href="#about_x" role="button">The VIRTUOSEd video</a></p>
</div>
</div>
</div>
<div class="item">
<div class="container">
<div class="carousel-caption">
<img class="img-autoscale" style="margin: 5px;" src="img/collage.png" />
<!--<h1>Carousel Header 2</h1>
<p>Carousel text 2</p>-->
<p><a class="btn btn-lg btn-primary" href="#partners_x" role="button">The VIRTUOSEs
</a></p>
</div>
</div>
</div>
<div class="item">
<div class="container">
<div class="carousel-caption">
<img class="img-autoscale" style="margin: 5px;" src="img/virtuose_overview.png"/>
<!--<h1>Carousel Header 3</h1>
<p>Carousel text 3</p>-->
<p><a class="btn btn-lg btn-primary" href="#approach_x" role="button">The VIRTUOSE Technology</a></p>
</div>
</div>
</div>
</div>
<a class="left carousel-control" href="#myCarousel" data-slide="prev"><span class="glyphicon glyphicon-chevron-left"></span></a>
<a class="right carousel-control" href="#myCarousel" data-slide="next"><span class="glyphicon glyphicon-chevron-right"></span></a>
</div><!-- /.carousel -->
</div>
<!--<div class="row">
<div class="col-lg-4 col-blue">
<h2>VIRTUOSE</h2>
<p>VIRTUOSE is <a href="https://www.celticplus.eu/project-virtuose/">a Celtic-Plus project.</a>
The main focus in this project is to virtualize video services utilizing container and other virtualization techniques.</p>
<p><a class="btn btn-default" href="#about_x">More »</a></p>
</div>
<div class="col-lg-4 col-blue">
<h2>Goals</h2>
<p>The goal of the project is to define a flexible approach to implement secure ans scalable video services which can be deployed to different platforms.</p>
<p><a class="btn btn-default" href="#approach_x">More »</a></p>
</div>
<div class="col-lg-4 col-blue">
<h2>Kvazaar Encoder</h2>
<p>Kvazaar is the award-winning academic open-source HEVC encoder developed from scratch in C.</p>
<p><a class="btn btn-default" href="http://ultravideo.cs.tut.fi/#encoder" target="_blank">More »</a></p>
</div>
</div>
<div class="row">
<div class="col-lg-4 col-orange">
<h2>Header 4</h2>
<p>Text 4</p>
<p><a class="btn btn-default" href="#publications_x">Page link »</a></p>
</div>
<div class="col-lg-4 col-orange">
<h2>Header 5</h2>
<p>Text 5</p>
<p><a class="btn btn-default" href="#publications_x">Page link »</a></p>
</div>
<div class="col-lg-4 col-orange">
<h2>Header 6</h2>
<p>Text 6</p>
<p><a class="btn btn-default" href="#publications_x">Page link »</a></p>
</div>
</div>-->
</div>
<!-- main-tab -->
<!-- about-tab -->
<div id="about_x" role="tabpanel" aria-labelledby="about-tab" class="tab-pane">
<p> </p>
<h2>VIRTUOSE Project</h2>
<font class="TF">
<p>The main focus in this project is to virtualize video services utilizing container and other virtualization techniques. Containers allow lightweight virtualization of a smaller or larger component with very little computing overhead, while traditional virtualization techniques allow virtualization of full server computer including the whole Operating System. There are plenty of different video services, which need to be started rapidly, scaled up or down, or moved to another computing platform.</p>
<p>Virtualization is a key technology, which enables flexible usage of different computing platforms. Computing platforms may be private or public cloud solutions, or in some cases those may be inside a telco network, for example in the form of edge computing platforms.</p>
</font>
</div>
<!-- about-tab -->
<!-- approach-tab -->
<div id="approach_x" role="tabpanel" aria-labelledby="approach-tab" class="tab-pane">
<p> </p>
<h2>Goals and approach</h2>
<font class="TF">
<p>The goal of the project is to define a flexible approach to implement video services, which:</p>
<ul>
<li>Can be deployed easily to different computing platforms</li>
<li>Are secure</li>
<li>Can be monitored, and maintained easily</li>
<li>Scale up to respond to the growth of users</li>
<li>Provide uninterrupted service</li>
</ul>
<p>Those goals can be achieved by utilizing the most recent advancements in cloud, virtualisation and video delivery techniques. The project will research and implement the video services, but also analyse the business case for selected video services. Virtualization techniques will be utilized in several video related use cases. Initially use cases are related to cloud gaming, video analytics and surveillance, video conferencing, cable TV and video streaming (live and video-on-demand) services.</p>
</font>
</div>
<!-- approach-tab -->
<!-- results-tab -->
<div id="results_x" role="tabpanel" aria-labelledby="results-tab" class="tab-pane">
<p> </p>
<h2>Expected Results</h2>
<font class="TF">
</font>
</div>
<!-- results-tab -->
<!-- impact-tab -->
<div id="impact_x" role="tabpanel" aria-labelledby="impact-tab" class="tab-pane">
<p> </p>
<h2>Project Impact</h2>
<font class="TF">
..some information of the project impact..
</font>
</div>
<!-- impact-tab -->
<!-- partners-tab -->
<div id="partners_x" role="tabpanel" aria-labelledby="partners-tab" class="tab-pane">
<p> </p>
<p> </p>
<h2>Partners</h2>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://networks.nokia.com/directory-es" target="_blank"><img class="logo-center" style="height: 45px; width: auto;" src="img/nokia.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Nokia,</b> Spain (Coordinator)</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://agile.ro/beia/en" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/sigla-pe-alb-retina.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>BEIA Consult International S.R.L,</b> Romania</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.dcaiti.tu-berlin.de/" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/tub.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Daimler Center for Automotive IT Innovations/TU Berlin,</b> Germany</span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.dresearch.de/" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/DResearch-Company-Logo.jpg" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>DResearch,</b> Germany</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.fokus.fraunhofer.de/en" target="_blank"><img class="logo-center" style="height: 100px; width: auto;" src="img/fokus.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Fraunhofer FOKUS,</b> Germany</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.hhi.fraunhofer.de/en.html" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/Fraunhofer_hhi_logo.png" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Fraunhofer Gesellschaft Heinrich Hertz Institut (HHI),</b> Germany</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.i2cat.net/en" target="_blank"><img class="logo-center" style="height: 80px; width: auto;" src="img/logo_i2cat.jpg"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>I2CAT,</b> Spain</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.experis.com/" target="_blank"><img class="logo-center" style="height: 80px; width: auto;" src="img/ExperisIT.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Experis IT,</b> Spain</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.ku.edu.tr/en" target="_blank"><img class="logo-center" style="height: 80px; width: auto;" src="img/nshss-website-updates_koc-university-logo.jpg"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Koc University,</b> Turkey</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.netas.com.tr/en" target="_blank"><img class="logo-center" style="height: 50px; width: auto;" src="img/netas.jpg"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>NETAS Telecommunications A.S.,</b> Turkey</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.siemens.com/global/en/home.html" target="_blank"><img class="logo-center" style="height: 40px; width: auto;" src="img/siemens-logo-en-2x.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Siemens AG,</b> Germany</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://sofiadigital.com/" target="_blank"><img class="logo-center" style="height: 80px; width: auto;" src="img/sofia_digital_powering_smart_screens_transparentbg.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Sofia Digital Ltd.,</b> Finland</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.teleste.com/" target="_blank"><img class="logo-center" style="height: 45px; width: auto;" src="img/teleste-logo.png" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Teleste Corporation,</b> Finland</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.tut.fi/en" target="_blank"><img class="logo-center" style="height: 50px; width: auto;" src="img/tty-logo.png" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Tampere University of Technology,</b> Finland</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.tuxera.com/" target="_blank"><img class="logo-center" style="height: 50px; width: auto;" src="img/Tuxera_RBG.png" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Tuxera,</b> Finland</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.upm.es/internacional" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/EscUpmPolit.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Universidad Politécnica de Madrid,</b> Spain</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://vestelinternational.com/en/" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/1920px-Vestel_logo.svg.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>Vestel Electronics,</b> Turkey</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://videovisitlive.com/home.php" target="_blank"><img class="logo-center" style="height: 60px; width: auto;" src="img/videovisit.png"/></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"><b>VideoVisit,</b> Finland</a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.vtt.fi/?lang=en" target="_blank"><img class="logo-center" style="height: auto; width: auto;" src="img/vtt-logo.png" /></a>
</div>
<div class="col-xs-6" style="height: 100px; width: 300px;">
<span style="position: absolute; bottom: 50%;"> <b>VTT Technical Research Centre of Finland,</b> Finland</a></span>
</div>
</div>
</div>
<!-- partners-tab -->
<!-- celtic-plus-tab -->
<div id="celtic-plus_x" role="tabpanel" aria-labelledby="celtic-plus-tab" class="tab-pane">
<p> </p>
<h2>Celtic-Plus</h2>
<font class="TF">
VIRTUOSE is a <a href="https://www.celticplus.eu/vision-and-mission/
" target="_blank">CELTIC+</a> project. See VIRTUOSE-project page <a href="https://www.celticplus.eu/project-virtuose/
" target="_blank">there.</a>
</font>
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<h2>Funding Organizations</h2>
<font class="TF">
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<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.tekes.fi/en/" target="_blank"><img class="logo-center" style="height: 50px; width: auto;" src="img/tekes-logo.jpg" /></a>
</div>
<div class="col-xs-6" style="height: 80px;">
<span style="position: absolute; bottom: 50%;"><b>Tekes,</b> Finland</b></a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="https://www.cdti.es/index.asp?idioma=2" target="_blank"><img class="logo-center" style="height: 50px; width: auto;" src="img/Spanish_NA.jpg" /></a>
</div>
<div class="col-xs-6" style="height: 80px;">
<span style="position: absolute; bottom: 50%;"><b>CDTI,</b> Spain</b></a></span>
</div>
</div>
<div class="row">
<div class="col-md-2" style="height: auto; width: 300px;">
<a href="http://www.bmwi.de/Navigation/EN/Home/home.html" target="_blank"><img class="logo-center" style="height: 150px; width: auto;" src="img/BMWi_gef_bunt_jpg_en.jpg" /></a>
</div>
<div class="col-xs-6" style="height: 150px;">
<span style="position: absolute; bottom: 50%;"><b>BMWi (Federal Ministry for Economic Affairs and Energy),</b> Germany</b></a></span>
</div>
</div>
</font>
</div>
<!-- celtic-plus-tab -->
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<p> </p>
<h2>Standardization</h2>
<font class="TF">
<p style="line-height: 1;">... standardization document info 1.. </p>
<p style="line-height: 1;">... standardization document info 2.. </p>
<p style="line-height: 1;">... standardization document info 3.. </p>
</font>
</div>
<!-- publications-tab -->
<!-- publications-tab -->
<div id="publications_x" role="tabpanel" aria-labelledby="publications-tab" class="tab-pane">
<p> </p>
<h2>Publications</h2>
<font class="TF">
<p style="line-height: 1;">T. Aihkisalo, E. Ovaska: "Identifying Architectural Design Trade-offs in Service Registry Features", IEEE SOSE 2017, Apr. 6-9, San Francisco, USA, 2017.
</p>
<p style="line-height: 1;">J. J. G. Aranda, M. G. Casquete, M. C. Cueto, J. N. Salmerón, and F. G. Vidal, ‘Logarithmical hopping encoding: a low computational complexity algorithm for image compression’, IET Image Processing, vol. 9, no. 8, pp. 643–651, 2015.
</p>
<p style="line-height: 1;">S. Ghosh, P. Amon, A. Hutter and A. Kaup, "Detecting Closely Spaced and Occluded Pedestrians Using Specialized Deep Models for Counting", to appear in Proc. IEEE Visual Communications and Image Processing, St Petersburg, FL, USA, Dec. 2017.
</p>
<p style="line-height: 1;">S. Ghosh, P. Amon, A. Hutter and A. Kaup, <a href="http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=mlPhn20VYxs=&t=1" target="_blank">"Pedestrian Counting Using Deep Models Trained on Synthetically Generated Images"</a>, in Proc. International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), Porto, Portugal, Feb./Mar. 2017.
</p>
<p style="line-height: 1;">S. Ghosh, P. Amon, A. Hutter and A. Kaup, "Reliable Pedestrian Detection Using a Deep Neural Network Trained on Pedestrian Counts", in Proc. International Conference on Image Processing (ICIP), Beijing, China, Sep. 2017.
</p>
<p style="line-height: 1;">S. Gül, J. T. Meyer, C. Hellge, T. Schierl, and W. Samek, <a href="http://ieeexplore.ieee.org/document/7813363/" target="_blank">“Hybrid video object tracking in h. 265/hevc video streams”</a>, in Multimedia Signal Processing (MMSP), 2016 IEEE 18th International Workshop on, pp. 1–5, IEEE, 2016.
</p>
<p style="line-height: 1;">T. Ojanperä, H. Kokkoniemi-Tarkkanen: ‘Experimental Evaluation of a Wireless Bandwidth Management System for Multiple DASH Clients’, IEEE Globecom 2016, Dec. 4-8, Washington DC, USA, 2016.
</p>
<p style="line-height: 1;">T. Ojanperä, H. Kokkoniemi-Tarkkanen: ‘Wireless Bandwidth Management for Multiple Video Clients through Network-assisted DASH’, IEEE WoWMoM 2016, Jun. 21-24, Coimbra, Portugal, 2016.
</p>
<p style="line-height: 1;">J. Räsänen, M. Viitanen, J. Vanne, and T. D. Hämäläinen, “Kvazzup: open software for HEVC video calls,” in Proc. IEEE Int. Symp. Multimedia, Taichung, Taiwan, Dec. 2017.
</p>
<p style="line-height: 1;">V. Srinivasan, S. Gül, Bosse, J. T. Meyer, T. Schierl, C. Hellge, and W. Samek, <a href="http://ieeexplore.ieee.org/document/7764584/" target="_blank">“On the robustness of action recognition methods in compressedand pixel domain</a>”, in Visual Information Processing (EUVIP), 2016 6th European Workshop on, pp. 1–6, IEEE, 2016.
</p>
<p style="line-height: 1;">V. Srinivasan, S. Lapuschkin, C. Hellge, K. R. Müller, W. Samek, <a href="http://ieeexplore.ieee.org/document/7952445/" target="_blank">“Interpretable human action recognition in compressed domain”</a>, in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), pp. 1692–1696, March 2017.
</p>
<p style="line-height: 1;">M. Uitto, A. Heikkinen, "SAND-assisted encoding control for energy-aware MPEG-DASH live streaming", SoftCOM 2016, Sep. 22-24, Split, Croatia, 2016.
</p>
<p style="line-height: 1;">J. Vehkaperä, A. Heikkinen: 'Pop-up CDN with smart monitoring and management', SmartCom16, May 16-17, Oulu, Finland, 2016.
</p>
<p style="line-height: 1;">M. Viitanen, A. Koivula, A. Lemmetti, A. Ylä-Outinen, J. Vanne, and T. D. Hämäläinen, <a href="http://dl.acm.org/citation.cfm?id=2973796" target="_blank">"Kvazaar: open-source HEVC/H.265 encoder"</a>, in Proc. ACM Int. Conf. Multimedia, Amsterdam, The Netherlands, Oct. 2016.
</p>
<p style="line-height: 1;">T. Wiegand, (Keynote) "Image compression, processing, and machine learning" in German Conference on Pattern Recognition (GCPR), Hannover, Germany, September 2016.
</p>
<p style="line-height: 1;">T. Wiegand, <a href="http://www.itu.int/en/ITU-T/academia/kaleidoscope/2016/Documents/K.1_wiegand.pdf">"The convergence of communication and machine learning"</a> in ICTs for a Sustainable World, ITU Kaleidoscope Academic Conference, Bangkok, Thailand, November 2016.
</p>
</font>
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<h2>Deliverables</h2>
<font class="TF">
<p style="line-height: 1;">... Document name here .. </p>
</font>
</div>
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<p> </p>
<p> </p>
<h2>VIRTUOSE project contacts:</h2>
<p>Jose Javier Garcia Aranda, Nokia Spain</p>
<img src="img/email_jose_javier.png"/>
</div>
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