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Videoconferencing is now a frequent mode of communication in both professional and informal settings, yet it often lacks the fluidity and enjoyment of in-person conversation. This study leverages multimodal machine learning to predict…

Machine Learning · Computer Science 2025-03-11 Andrew Chang , Viswadruth Akkaraju , Ray McFadden Cogliano , David Poeppel , Dustin Freeman

The limited nonverbal cues and spatially distributed nature of remote communication make it challenging for unacquainted members to be expressive during social interactions over video conferencing. Though it enables seeing others' facial…

Human-Computer Interaction · Computer Science 2024-04-12 Mark Armstrong , Chi-Lan Yang , Kinga Skiers , Mengzhen Lim , Tamil Selvan Gunasekaran , Ziyue Wang , Takuji Narumi , Kouta Minamizawa , Yun Suen Pai

Non-contact physiological measurement has the potential to provide low-cost, non-invasive health monitoring. However, machine vision approaches are often limited by the availability and diversity of annotated video datasets resulting in…

Computer Vision and Pattern Recognition · Computer Science 2020-10-27 Daniel McDuff , Javier Hernandez , Erroll Wood , Xin Liu , Tadas Baltrusaitis

Multimodal research and applications are becoming more commonplace as Virtual Reality (VR) technology integrates different sensory feedback, enabling the recreation of real spaces in an audio-visual context. Within VR experiences, numerous…

Audio and Speech Processing · Electrical Eng. & Systems 2025-04-08 Mauricio Flores-Vargas , Enda Bates , Rachel McDonnell

Augmented Reality (AR) and Mixed Reality (MR) have been two of the most explosive research topics in the last few years. Head-Mounted Devices (HMDs) are essential intermediums for using AR and MR technology, playing an important role in the…

Human-Computer Interaction · Computer Science 2022-11-01 Hung-Jui Guo , Jonathan Z. Bakdash , Laura R. Marusich , Balakrishnan Prabhakaran

Hand-tracking enables controller-free XR interaction but does not have the tactile feedback controllers provide. Rather than treating this solely as a missing-sensation problem, we explore whether pseudo-haptic cues on an embodied virtual…

Human-Computer Interaction · Computer Science 2026-03-02 Kristian Paolo David , Tyrone Justin Sta Maria , Mikkel Dominic Gamboa , Jordan Aiko Deja

Immersive Virtual Reality typically requires a head-mounted display (HMD) to visualize the environment and hand-held controllers to interact with the virtual objects. Recently, many applications display full-body avatars to represent the…

Human-Computer Interaction · Computer Science 2024-07-12 Jose Luis Ponton , Reza Keshavarz , Alejandro Beacco , Nuria Pelechano

Socially interactive agents are gaining prominence in domains like healthcare, education, and service contexts, particularly virtual agents due to their inherent scalability. To facilitate authentic interactions, these systems require…

Human-Computer Interaction · Computer Science 2025-01-22 Oliver Chojnowski , Alexander Eberhard , Michael Schiffmann , Ana Müller , Anja Richert

This paper presents a study of the dynamic coupling between a user and a virtual character during body interaction. Coupling is directly linked with other dimensions, such as co-presence, engagement, and believability, and was measured in…

Human-Computer Interaction · Computer Science 2014-09-22 Elisabetta Bevacqua , Sankovic Igor , Maatalaoui Ayoub , A. Nédélec , Pierre De Loor

Safety is a fundamental requirement in any human-robot collaboration scenario. To ensure the safety of users for such scenarios, we propose a novel Virtual Barrier system facilitated by an augmented reality interface. Our system provides…

Robotics · Computer Science 2021-04-13 Khoa Cong Hoang , Wesley P. Chan , Steven Lay , Akansel Cosgun , Elizabeth Croft

In this paper, we present a novel multi-modal attention guidance method designed to address the challenges of turn-taking dynamics in meetings and enhance group conversations within virtual reality (VR) environments. Recognizing the…

Human-Computer Interaction · Computer Science 2024-06-21 Geonsun Lee , Dae Yeol Lee , Guan-Ming Su , Dinesh Manocha

Due to the COVID-19 pandemic, many professional entities shifted toward remote collaboration and video conferencing (VC) tools. Social virtual reality (VR) platforms present an alternative to VC for meetings and collaborative activities.…

Human-Computer Interaction · Computer Science 2025-06-30 Anya Osborne , Sabrina Fielder , Lee Taber , Tara Lamb , Joshua McVeigh-Schultz , Katherine Isbister

Virtual Reality (VR) enables users to collaborate while exploring scenarios not realizable in the physical world. We propose CollabVR, a distributed multi-user collaboration environment, to explore how digital content improves expression…

Human-Computer Interaction · Computer Science 2019-11-19 Zhenyi He , Karl Rosenberg , Ken Perlin

Virtual Reality (VR) systems collect fine-grained behavioral and biometric data, yet privacy policies are rarely read or understood due to their complex language, length, and poor integration into users' interaction workflows. To lower the…

Human-Computer Interaction · Computer Science 2026-03-03 Vincent Freiberger , Moritz Dresch , Florian Alt , Arthur Fleig , Viktorija Paneva

While avatars have grown in popularity in social settings, their use in the workplace is still debatable. We conducted a large-scale survey to evaluate knowledge worker sentiment towards avatars, particularly the effects of realism on their…

Human-Computer Interaction · Computer Science 2023-10-10 Vrushank Phadnis , Kristin Moore , Mar Gonzalez Franco

The sense of realism in avatar animation is a widely pursued goal in social VR applications. A common approach to enhancing realism is improving the match between avatar motion and real-world human movement. However, experience with…

Human-Computer Interaction · Computer Science 2025-09-22 Yudong Huang , Avneet Singh , Mark Roman Miller

Virtual reality enables users to experience real-life situations in immersive environments. Interaction methods significantly shape user experience, particularly in high fidelity simulations mimicking real world tasks. This study evaluates…

Human-Computer Interaction · Computer Science 2025-02-10 Francesco Vona , Julia Schorlemmer , Jessica Stemann , Sebastian Fischer , Jan-Niklas Voigt-Antons

Wearable augmented reality (AR) offers new ways for supporting the interaction between autonomous vehicles (AVs) and pedestrians due to its ability to integrate timely and contextually relevant data into the user's field of view. This…

Human-Computer Interaction · Computer Science 2024-03-13 Tram Thi Minh Tran , Callum Parker , Yiyuan Wang , Martin Tomitsch

Due to the increase of interest in Augmented Reality (AR), the potential uses of AR are increasing also. It can benefit the user in various fields such as education, business, medicine, and other. Augmented Reality supports the real…

Augmented reality (AR) has the potential to fundamentally change how people engage with increasingly interactive urban environments. However, many challenges exist in designing and evaluating these new urban AR experiences, such as…

Human-Computer Interaction · Computer Science 2024-03-19 Tram Thi Minh Tran , Callum Parker , Marius Hoggenmüller , Luke Hespanhol , Martin Tomitsch