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Gaze-based interaction techniques have created significant interest in the field of spatial interaction. Many of these methods require additional input modalities, such as hand gestures (e.g., gaze coupled with pinch). Those can be…

Human-Computer Interaction · Computer Science 2025-01-22 Tim Rolff , Jenny Gabel , Lauren Zerbin , Niklas Hypki , Susanne Schmidt , Markus Lappe , Frank Steinicke

In this study, we investigated gaze-based interaction methods within a virtual reality game with a visual search task with 52 participants. We compared four different interaction techniques: Selection by dwell time or confirmation of…

Human-Computer Interaction · Computer Science 2025-04-17 Björn Rene Severitt , Yannick Sauer , Alexander Neugebauer , Rajat Agarwala , Nora Castner , Siegfried Wahl

Extended Reality (XR) interfaces impose both ergonomic and cognitive demands, yet current systems often force a binary choice between hand-based input, which can produce fatigue, and gaze-based input, which is vulnerable to the Midas Touch…

Human-Computer Interaction · Computer Science 2026-03-18 Mohammad Dastgheib , Fatemeh Pourmahdian

Many XR devices use bare-hand gestures to reduce the need for handheld controllers. Such gestures, however, lead to false positive and false negative recognition errors, which detract from the user experience. While mediation techniques…

Human-Computer Interaction · Computer Science 2023-09-21 Tica Lin , Ben Lafreniere , Yan Xu , Tovi Grossman , Daniel Wigdor , Michael Glueck

This paper investigates multi-selection in XR interfaces based on eye and hand interaction. We propose enabling multi-selection using different variations of techniques that combine gaze with a semi-pinch gesture, allowing users to select…

Human-Computer Interaction · Computer Science 2025-03-13 Jinwook Kim , Sangmin Park , Qiushi Zhou , Mar Gonzalez-Franco , Jeongmi Lee , Ken Pfeuffer

Text selection is an essential activity in interactive systems, including virtual reality (VR) head-mounted displays (HMDs). It is useful for: sharing information across apps or platforms, highlighting and making notes while reading…

Human-Computer Interaction · Computer Science 2022-10-18 Wenge Xu , Xuanru Meng , Kangyou Yu , Sayan Sacar , Hai-Ning Liang

Predicting user intentions in virtual reality (VR) is crucial for creating immersive experiences, particularly in tasks involving complex grasping motions where accurate haptic feedback is essential. In this work, we leverage time-series…

Human-Computer Interaction · Computer Science 2025-08-26 Linghao Zeng

As head-mounted displays (HMDs) with eye-tracking become increasingly accessible, the need for effective gaze-based interfaces in virtual reality (VR) grows. Traditional gaze- or hand-based navigation often limits user precision or impairs…

Human-Computer Interaction · Computer Science 2025-04-03 Mona Zavichi , André Santos , Catarina Moreira , Anderson Maciel , Joaquim Jorge

This study evaluates the performance and usability of Mixed Reality (MR), Virtual Reality (VR), and camera stream interfaces for remote error resolution tasks, such as correcting warehouse packaging errors. Specifically, we consider a…

Robotics · Computer Science 2025-04-22 Advay Kumar , Stephanie Simangunsong , Pamela Carreno-Medrano , Akansel Cosgun

Gaze-based interaction enables intuitive, hands-free control in immersive environments, but remains susceptible to unintended inputs. We present a real-time error prevention system (EPS) that uses a temporal convolutional network…

Human-Computer Interaction · Computer Science 2026-01-22 Björn R. Severitt , Yannick Sauer , Nora Castner , Siegfried Wahl

The potential of gaze for hands-free mobile interaction is increasingly evident. While each gaze input technique presents distinct advantages and limitations, a combination can amplify strengths and mitigate challenges. We report on the…

Human-Computer Interaction · Computer Science 2026-01-14 Omar Namnakani , Yasmeen Abdrabou , Jonathan Grizou , Mohamed Khamis

Interaction in virtual reality (VR) environments is essential to achieve a pleasant and immersive experience. Most of the currently existing VR applications, lack of robust object grasping and manipulation, which are the cornerstone of…

Despite steady progress, text entry in Extended Reality (XR) often remains slower and more effortful than typing on a physical keyboard or touchscreen. We explore a simple idea: use gaze to swipe through a virtual keyboard for the fast,…

Human-Computer Interaction · Computer Science 2026-04-07 Ziheng "Leo" Li , Xichen He , Mengyuan "Millie" Wu , Zeyi Tong , Haowen Wei , Benjamin Yang , Steven Feiner , Paul Sajda

In order to avoid the "Midas Touch" problem, gaze-based interfaces for selection often introduce a dwell time: a fixed amount of time the user must fixate upon an object before it is selected. Past interfaces have used a uniform dwell time…

Human-Computer Interaction · Computer Science 2022-09-07 Zhaokang Chen , Bertram E. Shi

This paper introduces a novel interaction method for virtual and augmented reality called look-and-twist, which is directly analogous to point-and-click operations using a mouse and desktop. It is based on head rotation alone and is…

Human-Computer Interaction · Computer Science 2024-10-15 Anna Yershova , Elmeri Uotila , Katherine J. Mimnaugh , Nicoletta Prencipe , M. Manivannan , Timo Ojala , Steven M. LaValle

Text selection is a common and essential activity during text interaction in all interactive systems. As Augmented Reality (AR) head-mounted displays (HMDs) become more widespread, they will need to provide effective interaction techniques…

Human-Computer Interaction · Computer Science 2023-01-02 Xinyi Liu , Xuanru Meng , Becky Spittle , Wenge Xu , BoYu Gao , Hai-Ning Liang

Interacting with multiple objects simultaneously makes us fast. A pre-step to this interaction is to select the objects, i.e., multi-object selection, which is enabled through two steps: (1) toggling multi-selection mode -- mode-switching…

Human-Computer Interaction · Computer Science 2026-02-16 Mohammad Raihanul Bashar , Aunnoy K Mutasim , Ken Pfeuffer , Anil Ufuk Batmaz

Grabbing virtual objects is one of the essential tasks for Augmented, Virtual, and Mixed Reality applications. Modern applications usually use a simple pinch gesture for grabbing and moving objects. However, picking up objects by pinching…

Human-Computer Interaction · Computer Science 2022-02-23 Alexander Schäfer , Gerd Reis , Didier Stricker

Selecting out-of-reach objects is a fundamental task in mixed reality (MR). Existing methods rely on a single cue or deterministically fuse multiple cues, leading to performance degradation when the dominant cue becomes unreliable. In this…

Human-Computer Interaction · Computer Science 2026-04-27 Xuejing Luo , Hee-Seung Moon , Christian Holz , Antti Oulasvirta

In this study, we investigate how the central nervous system (CNS) organizes postural control synergies when individuals perform a complex catch-and-throw task in a virtual reality (VR) environment. A Robotic Upright Stand Trainer (RobUST)…

Robotics · Computer Science 2023-05-12 Xupeng Ai , Victor Santamaria , Isirame Babajide Omofuma , Sunil K. Agrawal
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