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	<title>Stochastic Models &#8211; VISION AND IMAGE PROCESSING (VIP) RESEARCH GROUP</title>
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		<title>Nicholas Pellegrino</title>
		<link>https://vip.uwaterloo.ca/n-pellegrino-1/</link>
		
		<dc:creator><![CDATA[Nicholas Pellegrino]]></dc:creator>
		<pubDate>Wed, 26 Apr 2023 21:38:23 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[M.A.Sc.]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[Remote Sensing]]></category>
		<category><![CDATA[Scientific Imaging]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[M.A.Sc. Grad Date: 2022]]></category>
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					<description><![CDATA[Nicholas Pellegrino completed his master's degree in Systems Design Engineering in 2022. He was associated with PhotoMedicine Labs and the Vision and Image Processing (VIP) Lab, and was co-supervised by Dr. Parsin Haji Reza and Prof. Paul Fieguth. His main research contributions were in the areas of signal processing, multi-spectral unmixing, and chromophore-selective PARS® imaging with applications in PARS histology and ophthalmology.]]></description>
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<p>Nicholas Pellegrino completed his master&#8217;s degree in Systems Design Engineering in 2022. He was associated with <a href="http://www.photomedicinelabs.com">PhotoMedicine Labs</a> and the <a href="http://uwaterloo.ca/vision-image-processing-lab/">Vision and Image Processing (VIP) Lab</a>, and was co-supervised by <a href="https://uwaterloo.ca/systems-design-engineering/profile/phajirez">Dr. Parsin Haji Reza</a> and <a href="https://uwaterloo.ca/systems-design-engineering/profile/pfieguth">Prof. Paul Fieguth</a>. His main research contributions were in the areas of signal processing, multi-spectral unmixing, and chromophore-selective PARS® imaging with applications in PARS histology and ophthalmology. Nicholas was awarded the <a href="https://uwaterloo.ca/graduate-studies-postdoctoral-affairs/awards/alumni-gold-medal">Alumni Gold Medal</a>, which recognizes the top graduating master’s student across the whole university for their academic achievement.</p>



<p>Nicholas graduated from Mechatronics Engineering at the University of Waterloo in 2019 and completed his master&#8217;s degree with PhotoMedicine labs in 2022.</p>



<p>Email: <a href="mailto:nicholas.pellegrino@uwaterloo.ca">nicholas.pellegrino@uwaterloo.ca</a><br>UW Scholar: <a href="https://uwaterloo.ca/scholar/npellegr">https://uwaterloo.ca/scholar/npellegr</a><br>LinkedIn: <a href="https://www.linkedin.com/in/nicholas-nick-pellegrino/">LinkedIn</a><br>Google Scholar: <a href="https://scholar.google.ca/citations?user=eiIC09EAAAAJ&amp;hl=en">Google Scholar</a></p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>Biomedical Engineering, Blood Oxygen Saturation Estimation, Laser and Fiber Optics, Stimulated Raman Scattering (SRS), Time-domain and Image-based Signal processing, In-vivo microscopy and experiments, Photoacoustic Microscopy (PAM and PARS), Optical Coherence Tomography (OCT), Signal unmixing, Feature learning, Inverse Problems.</div>

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		<item>
		<title>Yuan Fang</title>
		<link>https://vip.uwaterloo.ca/y-fang/</link>
		
		<dc:creator><![CDATA[Muhammed Patel]]></dc:creator>
		<pubDate>Wed, 26 Apr 2023 00:09:49 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[David Clausi]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[Linlin Xu]]></category>
		<category><![CDATA[PDF]]></category>
		<category><![CDATA[Remote Sensing]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[PDF Grad Date: 2023]]></category>
		<guid isPermaLink="false">https://vip.uwaterloo.ca/?p=2484</guid>

					<description><![CDATA[Yuan Fang&#160;is currently a postdoctoral fellow at VIP lab of the Department of systems design engineering. Her&#160;research interests include&#160;remote sensing image processing, hyperspectral imaging, machine learning and environmental monitoring. She received the B.Eng. and M.Sc. degrees in geomatics engineering from China University of Geosciences, Beijing, China, in 2016 and 2018, respectively. She received&#160;her Ph.D. degree [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p><strong>Yuan Fang</strong>&nbsp;is currently a postdoctoral fellow at VIP lab of the Department of systems design engineering. Her&nbsp;research interests include&nbsp;remote sensing image processing, hyperspectral imaging, machine learning and environmental monitoring. She received the B.Eng. and M.Sc. degrees in geomatics engineering from China University of Geosciences, Beijing, China, in 2016 and 2018, respectively. She received&nbsp;her Ph.D. degree from the University of Waterloo, ON, Canada in 2022.</p>



<p>Email: y227fang@uwaterloo.ca</p>


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			</item>
		<item>
		<title>Shahid Haider</title>
		<link>https://vip.uwaterloo.ca/s-haider/</link>
		
		<dc:creator><![CDATA[Shahid Haider]]></dc:creator>
		<pubDate>Wed, 19 Apr 2023 19:02:53 +0000</pubDate>
				<category><![CDATA[Alexander Wong]]></category>
		<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[Computer Vision for Autonomous Robots]]></category>
		<category><![CDATA[David Clausi]]></category>
		<category><![CDATA[M.A.Sc.]]></category>
		<category><![CDATA[Ph.D.]]></category>
		<category><![CDATA[Scientific Imaging]]></category>
		<category><![CDATA[Skin Cancer Detection]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Video Analysis]]></category>
		<category><![CDATA[M.A.Sc. Grad Date: 2015]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=2203</guid>

					<description><![CDATA[I am very interested in spectropolarimetric optical imaging techniques and utilizing them for medical purposes. I have extended interests as well in medical image processing and analysis, in particular with prostate MRI.]]></description>
										<content:encoded><![CDATA[
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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Supervisors</div><a href=https://vip.uwaterloo.ca/a-wong/>Alexander Wong</a>, <a href=https://vip.uwaterloo.ca/d-clausi/>David Clausi</a></div>

<div class="lazyblock-research-interests-Z1LuMBG wp-block-lazyblock-research-interests"><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>I am very interested in spectropolarimetric optical imaging techniques and utilizing them for medical purposes. I have extended interests as well in medical image processing and analysis, in particular with prostate MRI.</div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research topics</div><a href=https://vip.uwaterloo.ca/biomedical-imaging/>Biomedical Imaging</a><br><a href=https://vip.uwaterloo.ca/computer-vision/>Computer Vision</a><br><a href=https://vip.uwaterloo.ca/scientific-imaging/>Scientific Imaging</a><br><a href=https://vip.uwaterloo.ca/stochastic-models/>Stochastic Models</a><br><a href=https://vip.uwaterloo.ca/video-analysis/>Video Analysis</a><br><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
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			</item>
		<item>
		<title>Audrey Chung</title>
		<link>https://vip.uwaterloo.ca/a-chung/</link>
		
		<dc:creator><![CDATA[Audrey Chung]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 17:52:10 +0000</pubDate>
				<category><![CDATA[Alexander Wong]]></category>
		<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[Discovery Radiomics]]></category>
		<category><![CDATA[Evolutionary Deep Intelligence]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[Ph.D.]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[VIP-LowLight Dataset]]></category>
		<category><![CDATA[VIP-Sal Dataset]]></category>
		<category><![CDATA[Ph.D. Grad Date: 2020]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1445</guid>

					<description><![CDATA[My research interests include image processing and computer vision, with specific emphasis on biomedical imaging. My current research primarily focuses on computer-aided prostate cancer detection and grading via multi-parametric MRI. Other projects include lung nodule segmentation, video photoplethysmography, and illumination-robust feature detection.]]></description>
										<content:encoded><![CDATA[
<p>I am a Ph.D. student researching evolutionary learning in deep networks. I am especially interested in biomedical imaging.</p>



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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Supervisors</div><a href=https://vip.uwaterloo.ca/a-wong/>Alexander Wong</a>, <a href=https://vip.uwaterloo.ca/p-fieguth/>Paul Fieguth</a></div>

<div class="lazyblock-research-interests-Z2nDx0o wp-block-lazyblock-research-interests"><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research interests include image processing and computer vision, with specific emphasis on biomedical imaging. My current research primarily focuses on computer-aided prostate cancer detection and grading via multi-parametric MRI. Other projects include lung nodule segmentation, video photoplethysmography, and illumination-robust feature detection.</div>

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			</item>
		<item>
		<title>Ian Kennedy</title>
		<link>https://vip.uwaterloo.ca/i-kennedy/</link>
		
		<dc:creator><![CDATA[vipadmin]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 17:49:22 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[Ph.D.]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Ph.D. Grad Date: 2019]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1442</guid>

					<description><![CDATA[I am a Ph.D. student under the supervision of Professor Paul Fieguth. My research is on graph mapping and similarity.]]></description>
										<content:encoded><![CDATA[
<p>I am a Ph.D. student under the supervision of Professor Paul Fieguth. My research is on graph mapping and similarity. Additionally, I have also researched the transformation of 1D and 2D autoregressive random fields under coordinate scaling and rotation.</p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Supervisors</div><a href=https://vip.uwaterloo.ca/p-fieguth/>Paul Fieguth</a></div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research interests include graph mappings and similarity.</div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research topics</div><a href=https://vip.uwaterloo.ca/computer-vision/>Computer Vision</a><br><a href=https://vip.uwaterloo.ca/stochastic-models/>Stochastic Models</a><br></div>

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			</item>
		<item>
		<title>Andre Carrington</title>
		<link>https://vip.uwaterloo.ca/a-carrington/</link>
		
		<dc:creator><![CDATA[Andre Carrington]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 17:45:37 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[Ph.D.]]></category>
		<category><![CDATA[Skin Cancer Detection]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Ph.D. Grad Date: 2018]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1438</guid>

					<description><![CDATA[My research applies computers to analysis and optimization problems in healthcare, with a focus on cancer. This involves pattern recognition, statistical machine learning, health informatics, signal &#038; image processing and other disciplines.]]></description>
										<content:encoded><![CDATA[
<p>My research applies artificial intelligence to prediction and pattern recognition in&nbsp;healthcare, with heterogeneous data consisting of numeric, categorical, image or&nbsp;waveform data.&nbsp;&nbsp;I have a B.A.Sc. in&nbsp;Systems Design Engineering&nbsp;and an M.Math in&nbsp;Computer Science&nbsp;from the University of Waterloo.&nbsp; I have given lectures at UW and at U of T&#8217;s School of Continuing Studies; and I helped develop and teach a worldwide course at IBM.</p>



<p>I have 18 years of IT leadership experience in industry.&nbsp; Most recently I led IT strategy work for the University Health Network&#8217;s Multi Organ Transplant group in collaboration with UW; and I was the Director of Privacy &amp; Security at Canada Health Infoway with oversight on federally funded Electronic Health Record projects in each province.&nbsp; I have my own company, Bedrock Security Services Inc, whose clients included Canada Health Infoway, Telus, IBM and the Center for Internet Security; and I have also worked at Sobeys, Scotiabank, IBM&nbsp;and other organizations.</p>



<p>My non-academic publications include:</p>



<p>Sasha Bojicic, David Pare, Robert Caron, André Carrington, Lloyd MacKenzie, et al. Transport Layer Interoperability Specification v3.1, Canadian Draft for Use, Canada Health Infoway, Toronto, Canada, July 2011.</p>



<p>Ingrid J. Petersen, André Carrington, et al. Wireless Security benchmark v1.0, Center for Internet Security, U.S.A., 2005.</p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Supervisors</div><a href=https://vip.uwaterloo.ca/p-fieguth/>Paul Fieguth</a></div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research applies computers to analysis and optimization problems in healthcare, with a focus on cancer. This involves pattern recognition, statistical machine learning, health informatics, signal &#038; image processing and other disciplines.  I am supervised by Prof. Paul Fieguth and Prof. Helen Chen.</div>

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			</item>
		<item>
		<title>M. Javad Shafiee</title>
		<link>https://vip.uwaterloo.ca/m-shafiee/</link>
		
		<dc:creator><![CDATA[Mohammad Shafiee]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 17:15:19 +0000</pubDate>
				<category><![CDATA[Adjunct]]></category>
		<category><![CDATA[Alexander Wong]]></category>
		<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[Discovery Radiomics]]></category>
		<category><![CDATA[Evolutionary Deep Intelligence]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[RAP]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Video Analysis]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1434</guid>

					<description><![CDATA[My research interests include Computer Vision, Machine Learning and Biomedical Image Processing while my main focus is on Graphical Models specially Conditional Random Fields and Markov Random Fields]]></description>
										<content:encoded><![CDATA[
<p>I am a Research Assistant Professor in the Department of Systems Design Engineering at&nbsp;University of Waterloo&nbsp;under the supervision of Prof.&nbsp;Alexander Wong. I received my Ph.D. under supervision of Prof. Alexander Wong and&nbsp;Prof.&nbsp;Paul Fieguth. My Bachelor’s degree is in Computer Science and Engineering from Shiraz University in Iran in&nbsp;2008 and I received my my master degree in Artificial Intelligent in&nbsp;2011 from same university.</p>



<p>Currently, I am working on efficient&nbsp;deep learning methods&nbsp;for embedded systems with application on autonomous driving cars, traffic monitoring and healthcare.&nbsp;</p>



<p>My PhD thesis topic was&nbsp;about introducing a &#8220;Randomly-connected Non-Local&nbsp;Conditional Random Fields&#8221; to address long-range spatial connectivity while maintaining&nbsp;computational complexity.&nbsp;</p>



<p>My master thesis was focused on A Novel Conditional Random Field Framework For Object Tracking supervised by Prof. Zohreh Azimifar.</p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Supervisors</div><a href=https://vip.uwaterloo.ca/a-wong/>Alexander Wong</a>, <a href=https://vip.uwaterloo.ca/p-fieguth/>Paul Fieguth</a></div>

<div class="lazyblock-research-interests-ZOLdOC wp-block-lazyblock-research-interests"><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research interests include Computer Vision, Machine Learning and Biomedical Image Processing which my main focus is on Graphical Models especially Deep Learning, Conditional Random Fields and Markov Random Fields.</div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research topics</div><a href=https://vip.uwaterloo.ca/biomedical-imaging/>Biomedical Imaging</a><br><a href=https://vip.uwaterloo.ca/computer-vision/>Computer Vision</a><br><a href=https://vip.uwaterloo.ca/discovery-radiomics/>Discovery Radiomics</a><br><a href=https://vip.uwaterloo.ca/evolutionary-deep-intelligence/>Evolutionary Deep Intelligence</a><br><a href=https://vip.uwaterloo.ca/image-segmentation-classification/>Image Segmentation/Classification</a><br><a href=https://vip.uwaterloo.ca/stochastic-models/>Stochastic Models</a><br><a href=https://vip.uwaterloo.ca/video-analysis/>Video Analysis</a><br></div>

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			</item>
		<item>
		<title>Keyvan Kasiri</title>
		<link>https://vip.uwaterloo.ca/k-kasiri/</link>
		
		<dc:creator><![CDATA[Keyvan Kasiri]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 16:58:11 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[David Clausi]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[Multiresolution Techniques]]></category>
		<category><![CDATA[Paul Fieguth]]></category>
		<category><![CDATA[Ph.D.]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Ph.D. Grad Date: 2016]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1426</guid>

					<description><![CDATA[My research interests mainly lie in the fields of image processing and computer vision and problems related to pattern recognition, machine learning, biomedical signal and image analysis.  ]]></description>
										<content:encoded><![CDATA[
<p>I am a Ph.D. student researching multi-atlas methods for medical image segmentation.</p>



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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research interests mainly lie in the fields of image processing and computer vision and problems related to pattern recognition, machine learning, biomedical signal and image analysis.  </div>

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			</item>
		<item>
		<title>Linlin Xu</title>
		<link>https://vip.uwaterloo.ca/l-xu/</link>
		
		<dc:creator><![CDATA[Linlin Xu]]></dc:creator>
		<pubDate>Wed, 29 Mar 2023 19:13:55 +0000</pubDate>
				<category><![CDATA[Alexander Wong]]></category>
		<category><![CDATA[Collaborators]]></category>
		<category><![CDATA[Compressed Sensing]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[Current RAP/PDF]]></category>
		<category><![CDATA[David Clausi]]></category>
		<category><![CDATA[Disparate Scene Registration]]></category>
		<category><![CDATA[Grid Seams: A fast superpixel algorithm for real-time applications]]></category>
		<category><![CDATA[Image Segmentation/Classification]]></category>
		<category><![CDATA[MAGIC System]]></category>
		<category><![CDATA[RAP]]></category>
		<category><![CDATA[Remote Sensing]]></category>
		<category><![CDATA[SAR Sea Ice Image Synthesis]]></category>
		<category><![CDATA[Satellite SAR Sea Ice Classification]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[Texture Classification]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1372</guid>

					<description><![CDATA[I am a Research Assistant Professor in Vision and Image Processing Lab, working on AI, machine learning, Earth Observation and Environmental Remote Sensing projects. ]]></description>
										<content:encoded><![CDATA[
<p>I am a Research Assistant Professor in the Department of Systems Design Engineering, working on AI, machine learning, Earth Observation and Environmental Remote Sensing projects. </p>



<p style="margin-bottom:0">In my key research areas, I have demonstrated excellence, leadership and recognition. I, as principal investigator, have successfully secured many competitive grants, including NSERC Discovery Grant. I have published one book chapter, 66 journal papers on high-rank remote sensing journals and 41 conference articles on high-impact conferences. </p>



<p style="margin-bottom:var(--wp--preset--spacing--30)">I have been involved in many invited talks and presentations to different audiences, and I frequently receive reviewer invitations from high-impact remote sensing journals and conferences. I serve as the Associate Editor of Frontiers in Environmental Science (Section: Big Data, AI and the Environment). </p>



<p id="linkedin" style="margin-top:var(--wp--preset--spacing--50)">LinkedIn: <a href="https://www.linkedin.com/in/linlinxu618/" data-type="URL" data-id="https://www.linkedin.com/in/linlinxu618/">linkedin.com/linlinxu</a>.</p>



<p id="linkedin" style="margin-top:0;margin-bottom:0">Google Scholar: <a href="https://scholar.google.com/citations?user=CDEWI5IAAAAJ&amp;hl=en" data-type="URL" data-id="https://scholar.google.com/citations?user=CDEWI5IAAAAJ&amp;hl=en">https://scholar.google.com/linlinxu</a></p>



<p style="margin-top:0;margin-bottom:0">Email: <a href="mailto:l44xu@uwaterloo.ca" data-type="mailto" data-id="mailto:l44xu@uwaterloo.ca">l44xu@uwaterloo.ca</a></p>



<p id="linkedin"> </p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>With the explosion of Earth observation (EO) data, fast EO market growth is bottlenecked by the lack of intelligent analytics that can automatically transfer large-volume, ever-increasing, noisy, heterogeneous raw EO data into compact, real-time, value-added information products. I tailor-design cutting-edge AI solutions to enable automatic generation of scalable EO information products in a high-precision, fast and cost-effective manner to better support various key applications in environmental monitoring, resource exploration and climate change studies. I have strong expertise on AI and machine learning (ML), geospatial data science, different remote sensing techniques (i.e., Hyperspectral, Lidar and SAR remote sensing), and their environmental monitoring applications, e.g., land cover/use classification, hyperspectral mapping of biophysical, biochemical, and geochemical parameters, oil spill detection, and high-resolution Pan-Arctic sea/lake ice mapping. </div>


<h2 class="wp-block-heading"><strong>Students</strong></h2>



<h3 class="wp-block-heading"><strong>Supervision &#8211; Current</strong></h3>



<h4 class="wp-block-heading"><strong>PDF</strong></h4>


<div class="lazyblock-related-people-1J8VRm wp-block-lazyblock-related-people"><p>
  </p></div>


<h4 class="wp-block-heading" style="text-transform:capitalize"><strong>Ph.D</strong></h4>


<div class="lazyblock-related-people-qq5qm wp-block-lazyblock-related-people"><p>
  <a href=https://vip.uwaterloo.ca/j-noa/>Javier Noa Turnes</a></p></div>


<h4 class="wp-block-heading" style="text-transform:capitalize"><strong>M.A.Sc</strong></h4>


<div class="lazyblock-related-people-ZBusJm wp-block-lazyblock-related-people"><p>
  <a href=https://vip.uwaterloo.ca/n-azad/>Niloofar Azad</a>, <a href=https://vip.uwaterloo.ca/j-hsiao/>Jayden Hsiao</a></p></div>


<h3 class="wp-block-heading"><strong>Supervision &#8211; Completed</strong></h3>



<h4 class="wp-block-heading"><strong>PDF</strong></h4>


<div class="lazyblock-related-people-AOUaf wp-block-lazyblock-related-people"><p>
  <a href=https://vip.uwaterloo.ca/y-fang/>Yuan Fang</a> (2023)</p></div>


<h4 class="wp-block-heading" style="text-transform:capitalize"><strong>Ph.D</strong></h4>


<div class="lazyblock-related-people-Z1XTS5Y wp-block-lazyblock-related-people"><p>
  <a href=https://vip.uwaterloo.ca/s-taleghanidoozdoozan/>Saeid Taleghanidoozdoozan</a> (2023), <a href=https://vip.uwaterloo.ca/yuan-fang/>Yuan Fang</a> (2022), <a href=https://vip.uwaterloo.ca/mohsen-ghanbari/>Mohsen Ghanbari</a> (2021)</p></div>


<h4 class="wp-block-heading" style="text-transform:capitalize"><strong>M.A.Sc</strong></h4>


<div class="lazyblock-related-people-zq34s wp-block-lazyblock-related-people"><p>
  <a href=https://vip.uwaterloo.ca/mohammad-basri/>Mohammad Basri</a> (2024), <a href=https://vip.uwaterloo.ca/muhammed-patel/>Muhammed Patel</a> (2024), <a href=https://vip.uwaterloo.ca/y-wu/>Yifan Wu</a> (2022), <a href=https://vip.uwaterloo.ca/peter-q-lee/>Peter Q. Lee</a> (2020)</p></div>

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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research topics</div><a href=https://vip.uwaterloo.ca/computer-vision/>Computer Vision</a><br><a href=https://vip.uwaterloo.ca/image-segmentation-classification/>Image Segmentation/Classification</a><br><a href=https://vip.uwaterloo.ca/remote-sensing/>Remote Sensing</a><br><a href=https://vip.uwaterloo.ca/stochastic-models/>Stochastic Models</a><br><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research demos</div><a href=https://vip.uwaterloo.ca/compressed-sensing/>Compressed Sensing</a><br><a href=https://vip.uwaterloo.ca/disparate-scene-registration/>Disparate Scene Registration</a><br><a href=https://vip.uwaterloo.ca/grid-seams-a-fast-superpixel-algorithm-for-real-time-applications/>Grid Seams: A fast superpixel algorithm for real-time applications</a><br><a href=https://vip.uwaterloo.ca/magic-system/>MAGIC System</a><br><a href=https://vip.uwaterloo.ca/sar-sea-ice-image-synthesis/>SAR Sea Ice Image Synthesis</a><br><a href=https://vip.uwaterloo.ca/satellite-sar-sea-ice-classification/>Satellite SAR Sea Ice Classification</a><br><a href=https://vip.uwaterloo.ca/texture-classification/>Texture Classification</a><br></div>

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			</item>
		<item>
		<title>Wen Zhang</title>
		<link>https://vip.uwaterloo.ca/w-zhang/</link>
		
		<dc:creator><![CDATA[vipadmin]]></dc:creator>
		<pubDate>Thu, 23 Mar 2023 20:26:29 +0000</pubDate>
				<category><![CDATA[Alumni]]></category>
		<category><![CDATA[Biomedical Imaging]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[David Clausi]]></category>
		<category><![CDATA[Image Denoising]]></category>
		<category><![CDATA[John Zelek]]></category>
		<category><![CDATA[M.A.Sc.]]></category>
		<category><![CDATA[Remote Sensing]]></category>
		<category><![CDATA[SAR Sea Ice Image Synthesis]]></category>
		<category><![CDATA[Stochastic Models]]></category>
		<category><![CDATA[M.A.Sc. Grad Date: 2009]]></category>
		<guid isPermaLink="false">https://wwwvip.uwaterloo.ca/?p=1223</guid>

					<description><![CDATA[My research interests include computer vision, 3D input devices, motion capture, and computer graphics for stereoscopic applications.]]></description>
										<content:encoded><![CDATA[
<p>Wen Zhang received his BASc in Systems Design Engineering from the University of Waterloo, Canada, in 2007, and his MASc in Systems Design Engineering from the University of Waterloo in 2009, where he was the recipient of the NSERC Graduate Scholarship. He currently works at Janro Imaging Laboratory in Montreal, Canada, the developers of the Stereoscopic Animation and Drawing Device (SANDDE), a system that allows artists and animators to create artwork directly in immersive 3D space.</p>


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  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research interests</div>My research interests include computer vision, 3D input devices, motion capture, and computer graphics for stereoscopic applications.</div>

<div class="lazyblock-research-26Jlbi wp-block-lazyblock-research"><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research topics</div><a href=https://vip.uwaterloo.ca/biomedical-imaging/>Biomedical Imaging</a><br><a href=https://vip.uwaterloo.ca/computer-vision/>Computer Vision</a><br><a href=https://vip.uwaterloo.ca/remote-sensing/>Remote Sensing</a><br><a href=https://vip.uwaterloo.ca/stochastic-models/>Stochastic Models</a><br><link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Source+Serif+Pro'>
  <div style='margin-bottom: 0.6rem; font-family: Source Serif Pro, Georgia, Times New Roman, serif; font-size: 3rem; font-weight: bold;'>Research demos</div><a href=https://vip.uwaterloo.ca/image-denoising/>Image Denoising</a><br><a href=https://vip.uwaterloo.ca/sar-sea-ice-image-synthesis/>SAR Sea Ice Image Synthesis</a><br></div>

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