17 citations · 25 across the 4 of their papers we have counts for
3 papers · 1 filter
Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos
Deval Mehta, Umar Asif, Tian Hao +4
This paper presents a novel deep learning enabled, video based analysis framework for assessing the Unified Parkinsons Disease Rating Scale (UPDRS) that can be used in the clinic o…
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition
Umar Asif, Deval Mehta, Stefan von Cavallar +2
Existing action recognition methods mainly focus on joint and bone information in human body skeleton data due to its robustness to complex backgrounds and dynamic characteristics…
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience
Umar Asif, Stefan Von Cavallar, Jianbin Tang +1
Falling can have fatal consequences for elderly people especially if the fallen person is unable to call for help due to loss of consciousness or any injury. Automatic fall detecti…