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Aiming to reduce pollutant emissions, bicycles are regaining popularity specially in urban areas. However, the number of cyclists' fatalities is not showing the same decreasing trend as the other traffic groups. Hence, monitoring cyclists'…

Computer Vision and Pattern Recognition · Computer Science 2017-04-26 Miguel Costa , Beatriz Quintino Ferreira , Manuel Marques

This study employs cutting-edge wearable monitoring technology to conduct high-precision, high-temporal-resolution (1-second interval) cognitive load assessment on electroencephalogram (EEG) data from the FP1 channel and heart rate…

Human-Computer Interaction · Computer Science 2024-07-04 Ling He , Yanxin Chen , Wenqi Wang , Shuting He , Xiaoqiang Hu

How does irrelevant information (i.e., distractors) affect test-time scaling in vision-language models (VLMs)? Prior studies on language models have reported an inverse scaling effect, where textual distractors lead to longer but less…

Computer Vision and Pattern Recognition · Computer Science 2025-11-27 Jiyun Bae , Hyunjong Ok , Sangwoo Mo , Jaeho Lee

Steering feedback plays a substantial role in the validity of driving simulators for the virtual development of modern vehicles. Established objective steering characteristics typically assess the feedback behavior in the frequency range of…

Systems and Control · Electrical Eng. & Systems 2025-04-16 Maximilian Böhle , Bernhard Schick , Steffen Müller

We use an immersive virtual reality environment to explore the intricate social cues that underlie non-verbal communication involved in a pedestrian's crossing decision. We "hack" non-verbal communication between pedestrian and vehicle by…

Human-Computer Interaction · Computer Science 2019-04-04 Henri Schmidt , Jack Terwilliger , Dina AlAdawy , Lex Fridman

This study explores the relationship between musical training, cognitive load (CL), and task accuracy within the virtual reality (VR) exergame Beat Saber across increasing levels of difficulty. Participants (N=32) completed a series of…

Human-Computer Interaction · Computer Science 2025-07-10 Kyla Ellahiyoun , Emma Jane Pretty , Renan Guarese , Marcel Takac , Haytham Fayek , Fabio Zambetta

Cycling has gained global popularity for its health benefits and positive urban impacts. To effectively promote cycling, early studies have extensively investigated the relationship between cycling behaviors and environmental factors,…

Machine Learning · Computer Science 2024-10-10 Kezhou Ren , Meihan Jin , Huiming Liu , Yongxi Gong , Yu Liu

With the advent of connected and automated vehicle (CAV) technology, there is an increasing need to evaluate driver behavior while using such technology. In this first of a kind study, a pedestrian collision warning (PCW) system using CAV…

Robotics · Computer Science 2021-12-17 Snehanshu Banerjee , Mansoureh Jeihani , Nashid K Khadem , Md. Muhib Kabir

Drumming belongs to a family of musical instruments whose practice, whether as an amateur or at a high level, is associated with an increased risk of musculoskeletal disorders (MSD), particularly of the upper limbs and lumbar spine. The…

Medical Physics · Physics 2025-05-14 Mathias Blandeau , Eugénie Avril

By situating computer-generated content in the physical world, mobile augmented reality (AR) can support many tasks that involve effective search and inspection of physical environments. Currently, there is limited information regarding the…

Human-Computer Interaction · Computer Science 2025-11-04 You-Jin Kim , Radha Kumaran , Ehsan Sayyad , Anne Milner , Tom Bullock , Barry Giesbrecht , Tobias Höllerer

Understanding how built environments shape human experience is central to designing sustainable cities. Cycling provides a critical case: it delivers health and environmental benefits, yet its uptake depends strongly on the experience of…

Computers and Society · Computer Science 2025-09-22 Haining Ding , Chenxi Wang , Michal Gath-Morad

Like a body at rest that stays at rest, we find that visual attention in multimodal large language models (MLLMs) exhibits pronounced inertia, remaining largely static once settled during early decoding steps and failing to support the…

Computer Vision and Pattern Recognition · Computer Science 2026-04-06 Boyang Gong , Yu Zheng , Fanye Kong , Jie Zhou , Jiwen Lu

Virtual reality (VR) is known to cause a "time compression" effect, where the time spent in VR feels to pass faster than the effective elapsed time. Our goal with this research is to investigate if the physical realism of a VR experience…

Human-Computer Interaction · Computer Science 2023-05-05 Kadir Lofca , Jason Jerald , Dalton Costa , Regis Kopper

In this article, we explore computer vision approaches to detect abnormal head pose during e-learning sessions and we introduce a study on the effects of mobile phone usage during these sessions. We utilize behavioral data collected from…

Computer Vision and Pattern Recognition · Computer Science 2024-09-04 Álvaro Becerra , Javier Irigoyen , Roberto Daza , Ruth Cobos , Aythami Morales , Julian Fierrez , Mutlu Cukurova

Recently, great progress has been made in virtual reality(VR) research and application. However, virtual reality faces a big problem since its appearance, i.e. discomfort (nausea, stomach awareness, etc). Discomfort can be relieved by…

Human-Computer Interaction · Computer Science 2019-04-01 Wei Qionghua , Wang Hui , Wei Qiang

Brain computer interfaces (BCI) decode the electrophysiological signals from the brain into an action that is carried out by a computer or robotic device. Motor imagery BCIs (MI BCI) rely on the user s imagination of bodily movements,…

Human-Computer Interaction · Computer Science 2020-10-06 Nikki Leeuwis , Maryam Alimardani

Despite the research and implementation efforts involving various safety strategies, protocols, and technologies, work zone crashes and fatalities continue to occur at an alarming rate each year. This study investigates the…

Human-Computer Interaction · Computer Science 2025-02-10 Fatemeh Banani Ardecani , Amit Kumar , Sepehr Sabeti , Omidreza Shoghli

Vibration feedback is common in everyday devices, from virtual reality systems to smartphones. However, cognitive and physical activities may impede our ability to sense vibrations from devices. In this study, we develop and characterize a…

Human-Computer Interaction · Computer Science 2023-05-12 Kyle T. Yoshida , Joel X. Kiernan , Rachel A. G. Adenekan , Steven H. Trinh , Alexis J. Lowber , Allison M. Okamura , Cara M. Nunez

Globally, motorcycles attract vast and varied users. However, since the rate of severe injury and fatality in motorcycle accidents far exceeds passenger car accidents, efforts have been directed toward increasing passive safety systems.…

Machine Learning · Computer Science 2024-03-15 Philipp Rodegast , Steffen Maier , Jonas Kneifl , Jörg Fehr

In cities worldwide, cars cause health and traffic problems whichcould be partly mitigated through an increased modal share of bicycles. Many people, however, avoid cycling due to a lack of perceived safety. For city planners, addressing…

Machine Learning · Computer Science 2023-03-15 Ahmet-Serdar Karakaya , Thomas Ritter , Felix Biessmann , David Bermbach