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<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
A 45 months Postdoctoral position is available at the Department of Computer Science in Gjøvik. The position will focus on detecting and classification of distortions and enhancements affecting the video quality. The postdoctoral fellowship position is a temporary
position where the main goal is to qualify for work in senior academic positions.<o:p></o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<o:p> </o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
The Postdoctoral position is part of the research project “VQ4MedicS: Video Quality Assessment and Enhancement for Pre-Hospital Medical Services”. The project aims to evaluate the quality of the video streamed by paramedics and patients to doctors at the hospital,
so they can diagnose and provide instructions remotely. <o:p></o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<o:p> </o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
The Postdoctoral position will focus on developing methods and techniques for characterising possible visual distortions and enhancements affecting the quality of the video stream. This information could then be used in proposing new video enhancement and video
quality metrics. <o:p></o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<o:p> </o:p></p>
<p class="MsoNormal"><b>Required selection criteria<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0in;mso-add-space:auto;mso-list:l0 level1 lfo1">
You must have completed a Norwegian doctoral degree or corresponding foreign doctoral degree recognized as equivalent to a Norwegian PhD<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l0 level1 lfo1">
A professionally relevant background in machine learning, video quality, color imaging, computer vision or similar<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l0 level1 lfo1">
Background or experience in deep learning frameworks (Tensorflow, Keras, or PyTorch)<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l0 level1 lfo1">
Good programming skills<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0in;mso-add-space:auto;text-align:justify;text-justify:kashida;text-kashida:10%;mso-list:l0 level1 lfo1">
Excellent oral and written communication skills in English and an ability to communicate effectively<o:p></o:p></li></ul>
<p class="MsoNormal"><b>Preferred selection criteria<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0in;mso-add-space:auto;mso-list:l2 level1 lfo2">
Knowledge of the human visual system<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l2 level1 lfo2">
Familiarity with subjective or objective video quality assessment <o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0in;mso-add-space:auto;text-align:justify;text-justify:kashida;text-kashida:10%;mso-list:l2 level1 lfo2">
Experience in working in an interdisciplinary project<o:p></o:p></li></ul>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<o:p> </o:p></p>
<p class="MsoNormal"><b>The application must include:<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
A cover letter where the applicant describes his/her personal motivation and relevance with respect to the requirements of the advertisement.<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
A research proposal (maximum three pages) which could link your research experience to the focus of the project (detecting and classification of distortions and enhancements).<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
CV, certificates and diplomas.<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
Transcripts and diplomas for bachelor's-, master's- and PhD degrees. <o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
Academic works - published or unpublished - that you would like to be considered in the assessment (up to 3 items).<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0in;mso-add-space:auto;mso-list:l1 level1 lfo3">
Name and contact information of three referees.<o:p></o:p></li></ul>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<o:p> </o:p></p>
<p class="MsoNormal" style="text-align:justify;text-justify:kashida;text-kashida:10%">
<b><span style="font-size:16.0pt;line-height:106%">For a detailed description on the position and application process please visit:
<a href="https://s.ntnu.no/PostDOC_CNN_VQM">https://s.ntnu.no/PostDOC_CNN_VQM</a>
<o:p></o:p></span></b></p>
<p class="MsoNormal"><o:p> </o:p></p>
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