A systematic review of hidden Markov models and their applications

B Mor, S Garhwal, A Kumar - Archives of computational methods in …, 2021 - Springer
The hidden Markov models are statistical models used in many real-world applications and
communities. The use of hidden Markov models has become predominant in the last …

Analysis of the hands in egocentric vision: A survey

A Bandini, J Zariffa - IEEE transactions on pattern analysis and …, 2020 - ieeexplore.ieee.org
Egocentric vision (aka first-person vision–FPV) applications have thrived over the past few
years, thanks to the availability of affordable wearable cameras and large annotated …

EgoGesture: A new dataset and benchmark for egocentric hand gesture recognition

Y Zhang, C Cao, J Cheng, H Lu - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Gesture is a natural interface in human-computer interaction, especially interacting with
wearable devices, such as VR/AR helmet and glasses. However, in the gesture recognition …

Recognition of activities of daily living with egocentric vision: A review

THC Nguyen, JC Nebel, F Florez-Revuelta - Sensors, 2016 - mdpi.com
Video-based recognition of activities of daily living (ADLs) is being used in ambient assisted
living systems in order to support the independent living of older people. However, current …

A survey on anomalous behavior detection for elderly care using dense-sensing networks

S Deep, X Zheng, C Karmakar, D Yu… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Facing the gradual ageing society, elderly people living independently are in need of
serious attention. In order to assist them to live in a safer environment, the increasing cost of …

Multi-modal activity recognition from egocentric vision, semantic enrichment and lifelogging applications for the care of dementia

G Meditskos, PM Plans, TG Stavropoulos… - Journal of Visual …, 2018 - Elsevier
We describe a framework for lifelogging monitoring in the scope of dementia care, based on
activity recognition from egocentric vision and semantic context-enrichment. As pure vision …

The InVID plug-in: web video verification on the browser

D Teyssou, JM Leung, E Apostolidis… - Proceedings of the first …, 2017 - dl.acm.org
This paper presents a novel open-source browser plug-in that aims at supporting journalists
and news professionals in their efforts to verify user-generated video. The plug-in, which is …

Organizing egocentric videos of daily living activities

A Ortis, GM Farinella, V D'Amico, L Addesso, G Torrisi… - Pattern Recognition, 2017 - Elsevier
Egocentric videos are becoming popular since the possibility to observe the scene flow from
the user's point of view (First Person Vision). Among the different applications of egocentric …

Wearable sensor-based activity recognition for housekeeping task

KC Liu, CY Yen, LH Chang, CY Hsieh… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
In order to improve healthcare services and support clinical professionals, it is important to
develop the unobstructive and automatic ADLs monitoring system for healthcare …

Full-body motion recognition in immersive-virtual-reality-based exergame

P Caserman, S Liu, S Göbel - IEEE Transactions on Games, 2021 - ieeexplore.ieee.org
Exergames have beneficial effects on the player's motivation to exercise. However, many
current games lack accurate full-body motion recognition, resulting in players not performing …