21 citations · 73 across the 11 of their papers we have counts for
6 papers · 1 filter
SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions
Babak Taati, Muhammad Muzammil, Yasamin Zarghami +5
Accurate pain assessment in patients with limited ability to communicate, such as older adults with severe dementia, represents a critical healthcare challenge. Robust automated sy…
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos
Pratik K. Mishra, Andrea Iaboni, Bing Ye +3
People living with dementia often exhibit behavioural and psychological symptoms of dementia that can put their and others' safety at risk. Existing video surveillance systems in l…
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions
Pratik K. Mishra, Alex Mihailidis, Shehroz S. Khan
The existing methods for video anomaly detection mostly utilize videos containing identifiable facial and appearance-based features. The use of videos with identifiable faces raise…
Multi Visual Modality Fall Detection Dataset
Stefan Denkovski, Shehroz S. Khan, Brandon Malamis +3
Falls are one of the leading cause of injury-related deaths among the elderly worldwide. Effective detection of falls can reduce the risk of complications and injuries. Fall detect…
Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia
Azin Asgarian, Shun Zhao, Ahmed B. Ashraf +5
Accurate facial expression analysis is an essential step in various clinical applications that involve physical and mental health assessments of older adults (e.g. diagnosis of pai…
Depth image hand tracking from an overhead perspective using partially labeled, unbalanced data: Development and real-world testing
Stephen Czarnuch, Alex Mihailidis
We present the development and evaluation of a hand tracking algorithm based on single depth images captured from an overhead perspective for use in the COACH prompting system. We…