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We provide the first perceptual quantification of user's sensitivity to radial optic flow artifacts and demonstrate a promising approach for masking this optic flow artifact via blink suppression. Near-eye HMDs allow users to feel immersed…

Human-Computer Interaction · Computer Science 2024-02-14 Mohammad R. Saeedpour-Parizi , Niall L. Williams , Tim Wong , Phillip Guan , Dinesh Manocha , Ian M. Erkelens

Video generators are increasingly evaluated as potential world models, which requires them to encode and understand physical laws. We investigate their representation of a fundamental law: gravity. Out-of-the-box video generators…

Computer Vision and Pattern Recognition · Computer Science 2025-12-02 Varun Varma Thozhiyoor , Shivam Tripathi , Venkatesh Babu Radhakrishnan , Anand Bhattad

Screen-based Augmented Reality (AR) systems can be built as a window into the real world as often done in mobile AR applications or using the Magic Mirror metaphor, where users can see themselves with augmented graphics on a large display.…

Human-Computer Interaction · Computer Science 2016-12-08 Felix Bork , Roghayeh Barmaki , Ulrich Eck , Pascal Fallavollita , Bernhard Fuerst , Nassir Navab

Data physicalization is gaining popularity in public and educational contexts due to its potential to make abstract data more tangible and understandable. Despite its growing use, there remains a significant gap in our understanding of how…

Human-Computer Interaction · Computer Science 2024-09-12 Yanxin Wang , Yihan Liu , Lingyun Yu , Chengtao Ji , Yu Liu

Interaction with virtual objects displayed in Optical See-through Augmented Reality is still mostly done with controllers or hand gestures. A much more intuitive way of interacting with virtual content is to use physical proxy objects to…

Human-Computer Interaction · Computer Science 2023-08-14 Denise Kahl , Antonio Krüger

Plasma physics simulations create complex datasets for which researchers need state-of-the-art visualization tools to gain insights. These datasets are 3D in nature but are commonly depicted and analyzed using 2D idioms displayed on 2D…

Using simulation to train robot manipulation policies holds the promise of an almost unlimited amount of training data, generated safely out of harm's way. One of the key challenges of using simulation, to date, has been to bridge the…

Robotics · Computer Science 2019-11-26 Visak Kumar , Tucker Hermans , Dieter Fox , Stan Birchfield , Jonathan Tremblay

Physical theories must stem from observation. The possibility that perceived events are simulated, not real, raises a crucial dilemma about the credibility of known physics, known as the simulation hypothesis. To analyze this hypothesis in…

General Physics · Physics 2024-01-08 Francesco Sisini

Instructional videos are the dominant medium for learning physical tasks, yet they rarely match the user's real-world visual context. Motor simulation and cognitive load theories predict this mismatch should matter, but we do not know (1)…

Human-Computer Interaction · Computer Science 2026-05-19 Yayuan Li , Chenglin Li , Jingying Wang , Filippos Bellos , Anhong Guo , Jason J. Corso

Mid-air interaction is one of the promising interaction modalities in virtual reality (VR) due to its merits in naturalness and intuitiveness, but the interaction suffers from the lack of haptic feedback as no force or vibrotactile feedback…

Human-Computer Interaction · Computer Science 2022-09-16 Woojoo Kim , Shuping Xiong

Virtual Reality (VR) is increasingly used for training and demonstration purposes including a variety of applications ranging from robot learning to rehabilitation. However, the choice of input device and its visualization might influence…

Human-Computer Interaction · Computer Science 2026-02-12 Robin Beierling , Manuel Scheibl , Jonas Dech , Abhijit Vyas , Anna-Lisa Vollmer

Virtual-reality simulations of curved space are most effective and most fun when presented as a game (for example, curved-space billiards), so the user not only has something to see in the curved space, but also has something fun to do…

Physics Education · Physics 2021-05-06 Jeff Weeks

While current vision algorithms excel at many challenging tasks, it is unclear how well they understand the physical dynamics of real-world environments. Here we introduce Physion, a dataset and benchmark for rigorously evaluating the…

Avatars are important to create interactive and immersive experiences in virtual worlds. One challenge in animating these characters to mimic a user's motion is that commercial AR/VR products consist only of a headset and controllers,…

Computer Vision and Pattern Recognition · Computer Science 2023-07-06 Daniele Reda , Jungdam Won , Yuting Ye , Michiel van de Panne , Alexander Winkler

Mediated reality, where augmented reality (AR) and diminished reality (DR) meet, enables visual modifications to real-world objects. A physical object with a mediated reality visual change retains its original physical properties. However,…

Human-Computer Interaction · Computer Science 2025-10-02 Satoshi Hashiguchi , Yuta Kataoka , Asako Kimura , Shohei Mori

The way an object looks and sounds provide complementary reflections of its physical properties. In many settings cues from vision and audition arrive asynchronously but must be integrated, as when we hear an object dropped on the floor and…

Computer Vision and Pattern Recognition · Computer Science 2022-07-08 Chuang Gan , Yi Gu , Siyuan Zhou , Jeremy Schwartz , Seth Alter , James Traer , Dan Gutfreund , Joshua B. Tenenbaum , Josh McDermott , Antonio Torralba

General physical scene understanding requires more than simply localizing and recognizing objects -- it requires knowledge that objects can have different latent properties (e.g., mass or elasticity), and that those properties affect the…

Computer Vision and Pattern Recognition · Computer Science 2023-11-03 Hsiao-Yu Tung , Mingyu Ding , Zhenfang Chen , Daniel Bear , Chuang Gan , Joshua B. Tenenbaum , Daniel LK Yamins , Judith E Fan , Kevin A. Smith

Mixed Reality (MR) integrates virtual objects with the real world, offering potential but raising concerns about misuse through dark patterns. This study explored the effects of four dark patterns, adapted from prior research, and applied…

Human-Computer Interaction · Computer Science 2025-06-10 Luca-Maxim Meinhardt , Simon Demharter , Michael Rietzler , Mark Colley , Thomas Eßmeyer , Enrico Rukzio

Human visual perception is a complex, dynamic and fluctuating process. In addition to the incoming visual stimulus, it is affected by many other factors including temporal context, both external and internal to the observer. In this study…

Neurons and Cognition · Quantitative Biology 2020-07-01 Urit Gordon , Shimon Marom , Naama Brenner

Haptic feedback in virtual reality (VR) allows users to perceive the physical properties of virtual objects (e.g., their weight and motion patterns). However, the lack of haptic sensations deteriorates users' immersion and overall…

Human-Computer Interaction · Computer Science 2022-01-19 Xian Wang , Diego Monteiro , Lik-Hang Lee , Pan Hui , Hai-Ning Liang