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@BoyangW
BoyangW committed Nov 1, 2024
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Expand Up @@ -304,6 +304,19 @@ <h4><span><img src=/img/ts.png alt=""></span> Recent News <span><img src=/img/ts



<div class="recent__news__list">
<div class="recent__news__date">
Oct 14 <br>
2024
</div>
<div class="recent__news__content">

<a href="">Farzad&#39;s paper got accepted by Nature Digital Medicine 2024</a>

<p>A machine-learned model for predicting weight loss success using weight change features early in treatment</p>
</div>
</div>

<div class="recent__news__list">
<div class="recent__news__date">
Jun 4 <br>
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</div>
</div>

<div class="recent__news__list">
<div class="recent__news__date">
Nov 1 <br>
2023
</div>
<div class="recent__news__content">

<a href="https://doi.org/10.1093/abm/kaae014">5 SBM abstracts got accepted from HABits Lab 2024</a>

<p>Alshurafa and the HABits Lab presented their findings from Alshurafa&#39;s K25, R03, and R21 studies at the Society of Behavioral Medicine. We received Meritorious and Citation awards, as well as a Live Research Spotlight. </p>
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<div class="recent__news__list">
<div class="recent__news__date">
Oct 10 <br>
Expand Down Expand Up @@ -382,32 +408,6 @@ <h4><span><img src=/img/ts.png alt=""></span> Recent News <span><img src=/img/ts
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<div class="recent__news__list">
<div class="recent__news__date">
May 1 <br>
2023
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<div class="recent__news__content">

<a href="https://www.getpalbud.com/">HABits Lab partners with Palbud Inc. on autism wearable project</a>

<p>HABits Lab will work with Palbud to pursue SBIR Phase 2 funding</p>
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</div>

<div class="recent__news__list">
<div class="recent__news__date">
Apr 9 <br>
2023
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<div class="recent__news__content">

<a href="https://dl.acm.org/doi/abs/10.1145/3544549.3585812">Glenn Fernandes&#39; paper on cartoonized life-vlogging accepted by ACM SIGCHI</a>

<p>Is cartoonized life-vlogging the key to increasing adoption of activity-oriented wearable camera systems?</p>
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</div>


</div>
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Expand Down Expand Up @@ -528,21 +528,21 @@ <h3>Grants</h3>

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<img src=/img/nh.png alt="">
<img src=/img/NSF.png alt="">
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<div class="grant__item__content">
<a href="/grants/sensewhy/">SenseWhy: Overeating in Obesity Through the Lens of Passive Sensing</a>
<p>$850,000 / PI: Nabil Alshurafa / 2018 - 2023</p>
<a href="/grants/nsf-eager-/">EAGER: SaTC: Early-Stage Interdisciplinary Collaboration: Privacy Enhancing Framework to Advance Behavior Models</a>
<p>$299,471 / PI: Nabil Alshurafa / 2019 - 2022</p>
</div>
</div>

<div class="grant__item">
<div class="grant__item__thumb">
<img src=/img/NSF.png alt="">
<img src=/img/nh.png alt="">
</div>
<div class="grant__item__content">
<a href="/grants/nsf-eager-/">EAGER: SaTC: Early-Stage Interdisciplinary Collaboration: Privacy Enhancing Framework to Advance Behavior Models</a>
<p>$299,471 / PI: Nabil Alshurafa / 2019 - 2022</p>
<a href="/grants/sensewhy/">SenseWhy: Overeating in Obesity Through the Lens of Passive Sensing</a>
<p>$850,000 / PI: Nabil Alshurafa / 2018 - 2023</p>
</div>
</div>

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Expand Up @@ -132,8 +132,8 @@ <h2>EAT: A Reliable Eating Assessment Technology for Free-living Individuals</h2
<div class="article__left wow fadeInUp" data-wow-duration="1100ms" data-wow-delay="400ms">

<p><h3 id="1-introduction">1. Introduction</h3>
<p>Wearable cameras are used as a tool to understand fine-grained human activities in the wild because of their ability to provide visual information that can be interpreted by humans [15, 45, 55] or machines [6, 43, 48]. Particularly in the ubiquitous computing (UbiComp) community, wearable cameras are increasingly being used to obtain visually confirmed annotations of wearers’ activities in real-world settings, which is necessary to both understand human.</p>
<p>Behavior at a fine-grained level, and build and validate non-visual wearable devices and their corresponding supervised machine learning algorithms to automate the detection of human activity [4, 8, 9, 61, 80]. However, the stream of images obtained from these wearable cameras embeds more details than needed</p>
<p>Wearable cameras are used as a tool to understand fine-grained human activities in the wild because of their ability to provide visual information that can be interpreted by humans or machines. Particularly in the ubiquitous computing (UbiComp) community, wearable cameras are increasingly being used to obtain visually confirmed annotations of wearers’ activities in real-world settings, which is necessary to both understand human.</p>
<p>Behavior at a fine-grained level, and build and validate non-visual wearable devices and their corresponding supervised machine learning algorithms to automate the detection of human activity. However, the stream of images obtained from these wearable cameras embeds more details than needed</p>
<h3 id="rq1-how-do-different-activity-oriented-partial-obfuscation-filters-affect-the-visual-confirmation-utility-of-identifying-hand-related-activities-that-involve-hand-to-head-gestures-by-a-human-viewer">RQ1: How do different activity-oriented partial obfuscation filters affect the visual confirmation utility of identifying hand-related activities that involve hand-to-head gestures by a human viewer?</h3>
<p>In particular, we want to compare the accuracy of human labels obtained from viewing non-obfuscated videos with the accuracy of the labels derived from viewing the obfuscated videos with different filters. Hand-to-head gestures can be confounding to each other if fine-grained and some contextual information is lost. Therefore, this comparison can help us to determine if the visual confirmation utility is preserved, or not, after applying activity-oriented partial obfuscation to it with different filters. It will also help us to understand the limitations of activity-oriented partial obfuscation and the filters applied.</p>
<p><img src="/img/ht.png" alt="Example image"></p>
Expand Down Expand Up @@ -165,27 +165,79 @@ <h4>Co-investigator</h4>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/Angela.jpg" alt="image here">
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<p>Angela Fidler Pfammatter<br>
<b>Adjunct Associate Professor of Preventive Medicine (Behavioral Medicine)</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://www.feinberg.northwestern.edu/faculty-profiles/az/profile.html?xid&#61;34056>Profile</i></a>

</div>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/Annie.jpg" alt="image here">
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<p>Annie W. Lin<br>
<b>Assistant Professor of Nutrition Informatics, Hormel Institute, University of Minnesota</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://hi.umn.edu/research/faculty/annie-w-lin-phd>Profile</i></a>

</div>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/josiah.png" alt="image here">
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<p>Josiah Hester<br>
<b>Associate Professor of Interactive Computing and Computer Science College of Computing, Georgia Institute of Technology</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://josiahhester.com/cv/>Profile</i></a>

</div>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/Lucia.png" alt="image here">
</div>
<p>Lucia C Petito<br>
<b>Assistant Professor of Preventive Medicine (Biostatistics and Informatics)</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://www.feinberg.northwestern.edu/faculty-profiles/az/profile.html?xid&#61;45330>Profile</i></a>

</div>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/im-8.png" alt="image here">
</div>
<p>Name1<br>
<p>Blaine Rothrock<br>
<b>Researcher</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://www.github.com>Profile</i></a>
href=https://blainerothrock.com/>Profile</i></a>

</div>

<div class="investigator__wrapper">
<div class="investigator__thumb">
<img src="/img/im-7.png" alt="image here">
</div>
<p>Name2<br>
<p>Soroush Shahi<br>
<b>Researcher</b>
</p>

<a style="color: #4E2A84; margin-top: 0.5rem; border-bottom: 1px dotted #B6ACD1;"
href=https://www.github.com>Profile</i></a>
href=https://www.thehabitslab.com/profiles/soroush/>Profile</i></a>

</div>

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Expand Up @@ -236,21 +236,21 @@ <h3>Grants</h3>

<div class="grant__item">
<div class="grant__item__thumb">
<img src=/img/nh.png alt="">
<img src=/img/NSF.png alt="">
</div>
<div class="grant__item__content">
<a href="/grants/sensewhy/">SenseWhy: Overeating in Obesity Through the Lens of Passive Sensing</a>
<p>$850,000 / PI: Nabil Alshurafa / 2018 - 2023</p>
<a href="/grants/nsf-eager-/">EAGER: SaTC: Early-Stage Interdisciplinary Collaboration: Privacy Enhancing Framework to Advance Behavior Models</a>
<p>$299,471 / PI: Nabil Alshurafa / 2019 - 2022</p>
</div>
</div>

<div class="grant__item">
<div class="grant__item__thumb">
<img src=/img/NSF.png alt="">
<img src=/img/nh.png alt="">
</div>
<div class="grant__item__content">
<a href="/grants/nsf-eager-/">EAGER: SaTC: Early-Stage Interdisciplinary Collaboration: Privacy Enhancing Framework to Advance Behavior Models</a>
<p>$299,471 / PI: Nabil Alshurafa / 2019 - 2022</p>
<a href="/grants/sensewhy/">SenseWhy: Overeating in Obesity Through the Lens of Passive Sensing</a>
<p>$850,000 / PI: Nabil Alshurafa / 2018 - 2023</p>
</div>
</div>

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