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update papers
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‎_publications/2023-blendmr.html‎

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‎_publications/2024-noticeability-vr.html‎

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‎_publications/2025-minimates.html‎

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# link: https://dl.acm.org/doi/10.1145/3613904.3642394
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Designing notifications in Augmented Reality (AR) that are noticeable yet unobtrusive is challenging since achieving this balance heavily depends on the user’s context. However, current AR systems tend to be context-agnostic and require explicit feedback to determine whether a user has noticed a notification. This limitation restricts AR systems from providing timely notifications that are integrated with users’ activities. To address this challenge, we studied how sensors can infer users’ detection of notifications while they work in an office setting. We collected 98 hours of data from 12 users, including their gaze, head position, computer interactions, and engagement levels. Our findings showed that combining gaze and engagement data most accurately classified noticeability (AUC = 0.81). Even without engagement data, the accuracy was still high (AUC = 0.76). Our study also examines time windowing methods and compares general and personalized models.
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Remote meetings using 3D avatars in Augmented Reality (AR) allow effective communication and enable users to retain awareness of their surroundings. However, positioning 3D avatars effectively and consistently for all users in AR is challenging since most spaces, such as offices or living rooms, are not large enough to accommodate multiple life-sized avatars without interference. To address this issue, we contribute MiniMates---a novel approach leveraging miniature avatars, which make it possible to place multiple remote users in a limited physical space. We see MiniMates as complementary to traditional 2D video conferencing and immersive telepresence. Our approach automatically adjusts the formation of avatars and redirects users' head and body orientation to facilitate communication. Results from our user study (n = 24) show that participants experience a higher sense of co-presence compared to video conferencing, and that MiniMates enabled them to communicate the direction of their interactions non-verbally as well as manage multiple simultaneous conversations.

‎_publications/2025-persistant_assistant.html‎

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# link: https://dl.acm.org/doi/10.1145/3613904.3642394

‎_publications/2025-sensing_noticeability.html‎

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# link: https://dl.acm.org/doi/10.1145/3613904.3642394

‎_site/404.html‎

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<meta property="og:url" content="http://localhost:4000/404.html" />
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<meta property="og:site_name" content="CMU Augmented Perception Lab" />
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{"headline":"CMU Augmented Perception Lab","@type":"WebPage","url":"http://localhost:4000/404.html","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@context":"https://schema.org"}</script>
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{"url":"http://localhost:4000/404.html","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@type":"WebPage","headline":"CMU Augmented Perception Lab","@context":"https://schema.org"}</script>
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title="Last build on 2025-04-28"
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>Last update February 2025</abbr>
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>Last update April 2025</abbr>
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‎_site/assets/index.html‎

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{"headline":"Adding images","@type":"WebPage","url":"http://localhost:4000/assets/","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@context":"https://schema.org"}</script>
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{"url":"http://localhost:4000/assets/","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@type":"WebPage","headline":"Adding images","@context":"https://schema.org"}</script>
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{"headline":"Contact","@type":"WebPage","url":"http://localhost:4000/contact.html","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@context":"https://schema.org"}</script>
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{"url":"http://localhost:4000/contact.html","description":"Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.","@type":"WebPage","headline":"Contact","@context":"https://schema.org"}</script>
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‎_site/feed.xml‎

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<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.9.0">Jekyll</generator><link href="http://localhost:4000/feed.xml" rel="self" type="application/atom+xml" /><link href="http://localhost:4000/" rel="alternate" type="text/html" /><updated>2025-02-21T17:11:47-05:00</updated><id>http://localhost:4000/feed.xml</id><title type="html">CMU Augmented Perception Lab</title><subtitle>Augmented Perception Lab at Carnegie Mellon University in Pittsburgh.</subtitle></feed>
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