[an error occurred while processing this directive]<meta name="keywords" content="Department of Computer Science, publications, by date, From Autonomy to Cognitive assistance in Emergency Operations"></meta><meta name="description" content="Publications, by date,From Autonomy to Cognitive assistance in Emergency Operations, Department of Computer Science, Oxford"></meta><title>Department of Computer Science: ACE-OPS: Publications
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			</style>[an error occurred while processing this directive]<div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/research/">Research</a></li><li><a href="/research/cyberphysical/">Systems</a></li><li><a href="/research/cyberphysical/projects.html">projects</a></li><li><a href="/projects/ACE-OPS/">ACE-OPS</a></li><li class="active">Publications</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent"><!-- CONTENT (Column 2) --><div class="page-title"><h1>ACE-OPS: Publications
</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/projects/publications/date/ACE-OPS.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-sort-by-attributes"></span> By date</a><a href="/projects/publications/title/ACE-OPS.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By title</a><a href="/projects/publications/type/ACE-OPS.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By type</a><a href="/projects/publications/bibtex/ACE-OPS.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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	<p class="publicationTitle"> <strong>
            Illumination&#x2212;Aware Hallucination&#x2212;Based Domain Adaptation for Thermal Pedestrian Detection </strong> </p>
	    <p class="publicationAuthors"> <em> Qian Xie&#x201a; Ta&#x2212;Ying Cheng&#x201a; Zhuangzhuang Dai&#x201a; Vu Tran&#x201a; Niki Trigoni and Andrew Markham  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>IEEE Transactions on Intelligent Transportation</em>.
        2023.
        </p>
	
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            		href="/publications/publication15920-abstract.html">
			Details <span class="sr-only" > about <em> Illumination&#x2212;Aware Hallucination&#x2212;Based Domain Adaptation for Thermal Pedestrian Detection  </em></span> </a> |
			<a href="/publications/publication15920.bib">
			BibTeX  <span class="sr-only" > data for <em> Illumination&#x2212;Aware Hallucination&#x2212;Based Domain Adaptation for Thermal Pedestrian Detection  </em></span>   </a>
			
			

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                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14372/TITS-2023-Illumination-Aware_Hallucination-Based_Domain_Adaptation_for_Thermal_Pedestrian_Detection.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> Illumination&#x2212;Aware Hallucination&#x2212;Based Domain Adaptation for Thermal Pedestrian Detection  </em></span>

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	<p class="publicationTitle"> <strong>
            mmPoint: Dense Human Point Cloud Generation from mmWave </strong> </p>
	    <p class="publicationAuthors"> <em> Qian Xie&#x201a; Qianyi Deng&#x201a; Ta&#x2212;Ying Cheng&#x201a; Peijun Zhao&#x201a; Amir Patel&#x201a; Niki Trigoni and Andrew Markham  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>British Machine Vision Conference (BMVC)</em>.
        2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15922-abstract.html">
			Details <span class="sr-only" > about <em> mmPoint: Dense Human Point Cloud Generation from mmWave  </em></span> </a> |
			<a href="/publications/publication15922.bib">
			BibTeX  <span class="sr-only" > data for <em> mmPoint: Dense Human Point Cloud Generation from mmWave  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14371/BMVC-2023-mmPoint.pdf">Download
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					    <span class="sr-only" > of <em> mmPoint: Dense Human Point Cloud Generation from mmWave  </em></span>

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	<p class="publicationTitle"> <strong>
            Beyond Fusion: Modality Hallucination&#x2212;based Multispectral Fusion for Pedestrian Detection </strong> </p>
	    <p class="publicationAuthors"> <em> Qian Xie&#x201a; Ta&#x2212;Ying Cheng&#x201a; Jia&#x2212;Xing Zhong&#x201a; Kaichen Zhou&#x201a; Andrew Markham and Niki Trigoni  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</em>.
        2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15923-abstract.html">
			Details <span class="sr-only" > about <em> Beyond Fusion: Modality Hallucination&#x2212;based Multispectral Fusion for Pedestrian Detection  </em></span> </a> |
			<a href="/publications/publication15923.bib">
			BibTeX  <span class="sr-only" > data for <em> Beyond Fusion: Modality Hallucination&#x2212;based Multispectral Fusion for Pedestrian Detection  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14370/WACV-2023-Beyond%20Fusion%20Modality%20Hallucination-based%20Multispectral%20Fusion%20for%20Pedestrian%20Detection.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> Beyond Fusion: Modality Hallucination&#x2212;based Multispectral Fusion for Pedestrian Detection  </em></span>

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