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Head-worn augmented reality (AR) is a hotly pursued and increasingly feasible contender paradigm for replacing or complementing smartphones and watches for continual information consumption. Here, we compare three different AR navigation…

Human-Computer Interaction · Computer Science 2025-10-31 Radha Kumaran , You-Jin Kim , Anne E Milner , Tom Bullock , Barry Giesbrecht , Tobias Höllerer

Public speaking anxiety affects many individuals, yet opportunities for real-world practice remain limited. This study explores how augmented reality (AR) can provide an accessible training environment for public speaking. Drawing from…

Human-Computer Interaction · Computer Science 2025-04-16 Mark Edison Jim , Jan Benjamin Yap , Gian Chill Laolao , Andrei Zachary Lim , Jordan Aiko Deja

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

Understanding electronics is a critical area in the maker scene. Many of the makers' projects require electronics knowledge to connect microcontrollers with sensors and actuators. Yet, learning electronics is challenging, as internal…

Human-Computer Interaction · Computer Science 2022-10-26 Thomas Kosch , Julian Rasch , Albrecht Schmidt , Sebastian Feger

As a novel way of presenting information, augmented reality (AR) enables people to interact with the physical world in a direct and intuitive way. While there are some mobile AR products implemented with specific hardware at a high cost,…

Computer Vision and Pattern Recognition · Computer Science 2025-01-08 Songlin Hou , Fangzhou Lin , Yunmei Huang , Zhe Peng , Bin Xiao

Within the past two decades, Augmented Reality (AR) applications have received increased attention. Augmented Reality is now widely used in the education sector at level K to 12. AR is expected to be generally adopted in two to three years…

Physics Education · Physics 2022-03-15 Carlo H. Godoy

Wearable sensors such as Inertial Measurement Units (IMUs) are often used to assess the performance of human exercise. Common approaches use handcrafted features based on domain expertise or automatically extracted features using time…

Computer Vision and Pattern Recognition · Computer Science 2023-07-11 Ashish Singh , Antonio Bevilacqua , Timilehin B. Aderinola , Thach Le Nguyen , Darragh Whelan , Martin O'Reilly , Brian Caulfield , Georgiana Ifrim

Augmented Reality (AR) learning games, on average, have been shown to have a positive impact on student learning. However, the exploration of AR learning games in special education settings, where accessibility is a concern, has not been…

Human-Computer Interaction · Computer Science 2021-11-17 Minghao Cai , Gokce Akcayir , Carrie Demmans Epp

AR, a recent emerging technology, has been widely used in entertainment to provide users with immersive, interactive, and, sometimes, engaging experiences. The process of rehabilitation treatment and motor training process is often boring,…

Human-Computer Interaction · Computer Science 2023-10-24 Chongyu Zhang

Experiential learning (ExL) is the process of learning through experience or more specifically "learning through reflection on doing". In this paper, we propose a simulation of these experiences, in Augmented Reality (AR), addressing the…

Human-Computer Interaction · Computer Science 2022-07-05 Maheshya Weerasinghe , Aaron Quigley , Klen Čopič Pucihar , Alice Toniolo , Angela Miguel , Matjaž Kljun

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

Although the use of technologies like multimedia and virtual reality (VR) in training offer the promise of improved learning, these richer and potentially more engaging materials do not consistently produce superior learning outcomes.…

Human-Computer Interaction · Computer Science 2024-07-09 Benjamin A. Clegg , Alex Karduna , Ethan Holen , Jason Garcia , Matthew G. Rhodes , Francisco R. Ortega

The goal of this paper is to self-train a 3D convolutional neural network on an unlabeled video collection for deployment on small-scale video collections. As smaller video datasets benefit more from motion than appearance, we strive to…

Computer Vision and Pattern Recognition · Computer Science 2021-05-05 Kirill Gavrilyuk , Mihir Jain , Ilia Karmanov , Cees G. M. Snoek

Audience reactions can considerably enhance live experiences; conversely, in anytime-anywhere augmented reality (AR) experiences, large crowds of people might not always be available to congregate. To get closer to simulating live events…

Human-Computer Interaction · Computer Science 2025-11-05 You-Jin Kim , Misha Sra , Tobias Höllerer

Hospitals are among the most cognitively demanding indoor environments, especially for patients and visitors unfamiliar with their layout. This study investigates the effectiveness of an augmented reality (AR)-based handheld navigation…

Human-Computer Interaction · Computer Science 2026-01-05 Kai Liu , Michelle L. Aebersold , Mark Lindquist , Haoting Gao

This paper introduces Video2MR, a mixed reality system that automatically generates 3D sports and exercise instructions from 2D videos. Mixed reality instructions have great potential for physical training, but existing works require…

Human-Computer Interaction · Computer Science 2024-05-30 Keiichi Ihara , Kyzyl Monteiro , Mehrad Faridan , Rubaiat Habib Kazi , Ryo Suzuki

This paper introduces Teachable Reality, an augmented reality (AR) prototyping tool for creating interactive tangible AR applications with arbitrary everyday objects. Teachable Reality leverages vision-based interactive machine teaching…

Human-Computer Interaction · Computer Science 2023-02-23 Kyzyl Monteiro , Ritik Vatsal , Neil Chulpongsatorn , Aman Parnami , Ryo Suzuki

The current apprenticeship model for surgical training requires a high level of supervision, which does not scale well to meet the growing need for more surgeons. Many endoscopic procedures are directly taught in the operating room (OR)…

Human-Computer Interaction · Computer Science 2025-06-30 Jumanh Atoum , Jinkyung Park , Mamtaj Akter , Nicholas Kavoussi , Pamela Wisniewski , Jie Ying Wu

Fitness can help to strengthen muscles, increase resistance to diseases, and improve body shape. Nowadays, a great number of people choose to exercise at home/office rather than at the gym due to lack of time. However, it is difficult for…

Sound · Computer Science 2025-04-01 Yadong Xie , Fan Li , Yue Wu , Yu Wang

Adjusting to amputation can often time be difficult for the body. Post-surgery, amputees have to wait for up to several months before receiving a properly fitted prosthesis. In recent years, there has been a trend toward quantitative…

Human-Computer Interaction · Computer Science 2019-03-06 Avinash Sharma , Wally Niu , Christopher L. Hunt , George Levay , Rahul Kaliki , Nitish V. Thakor