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We present an observational study to compare co-located and situated real-time visualizations in basketball free-throw training. Our goal is to understand the advantages and concerns of applying immersive visualization to real-world…

Human-Computer Interaction · Computer Science 2021-04-13 Tica Lin , Rishi Singh , Yalong Yang , Carolina Nobre , Johanna Beyer , Maurice A. Smith , Hanspeter Pfister

One huge advantage of Augmented Reality (AR) is its numerous possibilities of displaying information in the physical world, especially when applying Situated Analytics (SitA). AR devices and their respective interaction techniques allow for…

Human-Computer Interaction · Computer Science 2025-02-14 Frederick George Vickery , Sébastien Kubicki , Charlotte Hoareau , Lucas Brand , Aurelien Duval , Seamus Thierry , Ronan Querrec

Augmented reality (AR) offers promising opportunities to support movement-based activities, such as personal training or physical therapy, with real-time, spatially-situated visual cues. While many approaches leverage AR to guide motion,…

Human-Computer Interaction · Computer Science 2025-10-02 Jade Kandel , Sriya Kasumarthi , Spiros Tsalikis , Chelsea Duppen , Daniel Szafir , Michael Lewek , Henry Fuchs , Danielle Szafir

Artificial Intelligence (AI) and indoor sensing increasingly support decision-making in spatial environments. However, traditional visualization methods impose a substantial mental workload when viewers translate this digital information…

Human-Computer Interaction · Computer Science 2026-02-10 Xianhao Carton Liu , Difan Jia , Tongyu Nie , Evan Suma Rosenberg , Victoria Interrante , Chen Zhu-Tian

There is inadequate attention to using mobile Augmented Reality (AR) in fitness, despite mobile AR being easy to use, requiring no extra cost, and can be a powerful learning tool. In this work, we present a mobile AR application that can…

Human-Computer Interaction · Computer Science 2022-09-07 Jamie Burns , Wenge Xu , Ian Williams , Irfan Khawaja

Situated visualization blends data into the real world to fulfill individuals' contextual information needs. However, interacting with situated visualization in public environments faces challenges posed by user acceptance and contextual…

Human-Computer Interaction · Computer Science 2024-08-08 Qian Zhu , Zhuo Wang , Wei Zeng , Wai Tong , Weiyue Lin , Xiaojuan Ma

Augmented reality (AR) technology provides means for embedding visualization in a real-world context. Such techniques allow situated analyses of live data in their spatial domain. However, as existing techniques have to be adapted for this…

Human-Computer Interaction · Computer Science 2022-09-07 Kuno Kurzhals , Michael Becher , Nelusa Pathmanathan , Guido Reina

Physical therapy (PT) plays a crucial role in muscle injury recovery, but people struggle to adhere to and perform PT exercises correctly from home. To support challenges faced with in-home PT, augmented reality (AR) holds promise in…

Human-Computer Interaction · Computer Science 2024-10-11 Jade Kandel , Sriya Kasumarthi , Danielle Albers Szafir

Continuous brain-computer interfaces (BCIs) that decode motion trajectories from imagined movement offer intuitive motor control, yet how feedback modality and longitudinal training shape neural representations and decoding performance…

Human-Computer Interaction · Computer Science 2026-05-29 Niall McShane , Attila Korik , Karl McCreadie , Naomi Du Bois , Darryl Charles , Damien Coyle

Vision-language models have shown impressive progress in recent years. However, existing models are largely limited to turn-based interactions, where each turn must be stepped (i.e., prompted) by the user. Open-ended, asynchronous…

Extended Reality (XR) systems for physical skill training have largely emphasized simulation rather than real-time in-situ instruction. We present WeldAR, an Augmented Reality (AR) system with five learning modules that overlays real-time…

Human-Computer Interaction · Computer Science 2026-03-10 Chuhan Xu , Lia Sparingga Purnamasari , Zhenfang Chen , Daragh Byrne , Dina El-Zanfaly

Anatomy education is an indispensable part of medical training, but traditional methods face challenges like limited resources for dissection in large classes and difficulties understanding 2D anatomy in textbooks. Advanced technologies,…

Human-Computer Interaction · Computer Science 2024-02-01 Roghayeh Leila Barmaki , Kangsoo Kim , Zhang Guo , Qile Wang , Kevin Yu , Rebecca Pearlman , Nassir Navab

Augmented Reality (AR) solutions are providing tools that could improve applications in the medical and industrial fields. Augmentation can provide additional information in training, visualization, and work scenarios, to increase…

Human-Computer Interaction · Computer Science 2023-06-30 Akos Nagy , Thomas Lagkas , Panagiotis Sarigiannidis , Vasileios Argyriou

Situated visualization has become an increasingly popular research area in the visualization community, fueled by advancements in augmented reality (AR) technology and immersive analytics. Visualizing data in spatial proximity to their…

Human-Computer Interaction · Computer Science 2023-11-27 Benjamin Lee , Michael Sedlmair , Dieter Schmalstieg

Wearable augmented reality (AR) represents the next interface to all things computing, extending what smartphones and laptops can do. This involves providing access to digital information during activities like walking or jogging. In this…

Human-Computer Interaction · Computer Science 2026-04-08 Pavel Manakhov , Hans Gellersen

Extended reality (XR) technologies are highly suited in assisting individuals in learning motor skills and movements -- referred to as motion guidance. In motion guidance, the "feedforward" provides instructional cues of the motions that…

Human-Computer Interaction · Computer Science 2024-02-19 Xingyao Yu , Benjamin Lee , Michael Sedlmair

Virtual Reality (VR) is rapidly increasing in popularity as a teaching tool. It allows for the creation of a highly immersive, three-dimensional virtual environment intended to simulate real-life environments. With more robots saturating…

An augmented reality (AR) environment includes a set of digital elements with which the users interact while performing certain tasks. Recent AR head-mounted displays allow users to select how these elements are presented. However, few…

Human-Computer Interaction · Computer Science 2021-06-29 Yalda Ghasemi , Ankit Singh , Myunghee Kim , Andrew Johnson , Heejin Jeong

The incredible feats of athleticism demonstrated by humans are made possible in part by a vast repertoire of general-purpose motor skills, acquired through years of practice and experience. These skills not only enable humans to perform…

Graphics · Computer Science 2022-05-06 Xue Bin Peng , Yunrong Guo , Lina Halper , Sergey Levine , Sanja Fidler

Virtual reality (VR) and interactive 3D visualization systems have enhanced educational experiences and environments, particularly in complicated subjects such as anatomy education. VR-based systems surpass the potential limitations of…

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