Rids: Implicit detection of a selection gesture using hand motion dynamics during freehand pointing in virtual reality

T Zhang, Z Hu, A Gupta, CH Wu, H Benko… - Proceedings of the 35th …, 2022 - dl.acm.org
Freehand interactions with augmented and virtual reality are growing in popularity, but they
lack reliability and robustness. Implicit behavior from users, such as hand or gaze …

Complex interaction as emergent behaviour: Simulating mid-air virtual keyboard typing using reinforcement learning

L Hetzel, J Dudley, AM Feit… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Accurately modelling user behaviour has the potential to significantly improve the quality of
human-computer interaction. Traditionally, these models are carefully hand-crafted to …

Simulating interaction movements via model predictive control

M Klar, F Fischer, A Fleig, M Bachinski… - ACM Transactions on …, 2023 - dl.acm.org
We present a Model Predictive Control (MPC) framework to simulate movement in
interaction with computers, focusing on mid-air pointing as an example. Starting from …

Towards a Deep (er) Understanding of Interaction through Modeling, Simulation, and Optimization

F Fischer, A Fleig, M Klar, V Paneva… - arXiv preprint arXiv …, 2023 - arxiv.org
The traditional user-centered design process can hardly keep up with the ever faster
technical development and increasingly diverse user preferences. As a solution, we propose …

[PDF][PDF] Linear predictive coding as a valid approximation of a mass spring damper model for acute stress prediction from computer mouse movement

R Goel2a, J Liang, M Pilanci, PE Paredes - 2020 - academia.edu
Prior work demonstrated the potential of using Linear Predictive Coding (LPC) to
approximate muscle stiffness and damping from computer mouse (aka mouse) movement to …

Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements

LH Kim, R Goel, J Liang, M Pilanci… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Prior work demonstrated the potential of using the Linear Predictive Coding (LPC) filter to
approximate muscle stiffness and damping from computer mouse movements to predict …