A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

Enhancing first-person view task instruction videos with augmented reality cues

GA Lee, S Ahn, W Hoff… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This research investigates enhancing first-person view (FPV) task instruction videos by
applying Augmented Reality (AR) visualisation of spatial cues. With personal mobile …

Evaluating remote virtual hands models on social presence in hand-based 3d remote collaboration

B Yoon, H Kim, SY Oh, W Woo - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This study investigates the effects of a virtual hand representation on the user experience
including social presence during hand-based 3D remote collaboration. Although a remote …

EyeTell: Tablet-based Calibration-free Eye-typing using Smooth-pursuit movements

T Bafna, P Bækgaard, JP Paulin Hansen - ACM Symposium on Eye …, 2021 - dl.acm.org
Gaze tracking technology, with the increasingly robust and lightweight equipment, can have
tremendous applications. To use the technology during short interactions, such as in public …

Towards Automatic Detection of Social Anxiety Disorder via Gaze Interaction

S Shafique, IA Khan, S Shah, W Jadoon, RN Jadoon… - Applied Sciences, 2022 - mdpi.com
Featured Application This work presented a method to detect Social Anxiety Disorder (SAD)
objectively Haar Cascade Classifiers. This method, therefore, could be used by clinicians …

Spatiotemporal video highlight by neural network considering gaze and hands of surgeon in egocentric surgical videos

K Yoshida, R Hachiuma, H Tomita, J Pan… - Journal of Medical …, 2022 - World Scientific
In the medical field, surgical videos can be used to introduce surgical skills. Medical
students and residents watch the videos to study the surgical skills and increase learning …

Content-aware playback speed control for low-latency live streaming of sports

OF Aladag, D Ugur, MN Akcay, AC Begen - Proceedings of the 12th ACM …, 2021 - dl.acm.org
There are two main factors that determine the viewer experience during the live streaming of
sports content: latency and stalls. Latency should be low and stalls should not occur. Yet …

An analysis on the effect of body tissues and surgical tools on workflow recognition in first person surgical videos

H Tomita, N Ienaga, H Kajita, T Hayashida… - International Journal of …, 2024 - Springer
Purpose Analysis of operative fields is expected to aid in estimating procedural workflow
and evaluating surgeons' procedural skills by considering the temporal transitions during the …

Automated adaptive playback for encoder-adjudicated live sports

T Akgul, D Ugur, AC Begen - 2022 IEEE 5th International …, 2022 - ieeexplore.ieee.org
In low-latency live streaming, it is not easy to simultaneously avoid stalls and maintain low
latency. The trade-off needs to be decided in real time. One of the best tools for controlling …

GO-Finder: A Registration-free Wearable System for Assisting Users in Finding Lost Hand-held Objects

T Yagi, T Nishiyasu, K Kawasaki, M Matsuki… - ACM Transactions on …, 2022 - dl.acm.org
People spend an enormous amount of time and effort looking for lost objects. To help remind
people of the location of lost objects, various computational systems that provide information …