Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning

R Peach, M Friedrich, L Fronemann… - npj Digital …, 2024 - nature.com
Dystonia is a neurological movement disorder characterised by abnormal involuntary
movements and postures, particularly affecting the head and neck. However, current clinical …

[HTML][HTML] Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease

GC Oliveira, QC Ngo, LA Passos, JP Papa… - Computer Methods and …, 2023 - Elsevier
Abstract Background and Objective: This paper presents a method for the computerized
detection of hypomimia in people with Parkinson's disease (PD). It overcomes the difficulty of …

Deep learning and machine learning techniques for head pose estimation: a survey

R Algabri, A Abdu, S Lee - Artificial Intelligence Review, 2024 - Springer
Head pose estimation (HPE) has been extensively investigated over the past decade due to
its wide range of applications across several domains of artificial intelligence (AI), resulting …

Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild

W Othman, A Kashevnik, A Ali, N Shilov, D Ryumin - Sensors, 2024 - mdpi.com
Heart rate is an essential vital sign to evaluate human health. Remote heart monitoring
using cheaply available devices has become a necessity in the twenty-first century to …

Camera-and viewpoint-agnostic evaluation of axial postural abnormalities in people with Parkinson's disease through augmented human pose estimation

S Aldegheri, CA Artusi, S Camozzi, R Di Marco… - Sensors, 2023 - mdpi.com
Axial postural abnormalities (aPA) are common features of Parkinson's disease (PD) and
manifest in over 20% of patients during the course of the disease. aPA form a spectrum of …

A roadmap for technological innovation in multimodal communication research

A Gregori, F Amici, I Brilmayer, A Ćwiek… - … Conference on Human …, 2023 - Springer
Multimodal communication research focuses on how different means of signalling
coordinate to communicate effectively. This line of research is traditionally influenced by …

Phonetic differences between affirmative and feedback head nods in German Sign Language (DGS): A pose estimation study

A Bauer, A Kuder, M Schulder, J Schepens - Plos one, 2024 - journals.plos.org
This study investigates head nods in natural dyadic German Sign Language (DGS)
interaction, with the aim of finding whether head nods serving different functions vary in their …

Real Time E-learning Students Monitoring for Optimization Facial Landmark Recognition Based on Hybrid Deep Learning Techniques.

JH Al'Ameri, T Abbas - … of Intelligent Systems & Internet of …, 2023 - search.ebscohost.com
The onset of digital education, propelled by the global COVID-19 crisis, has revolutionized
the education sector, presenting unique difficulties, including the crucial task of preserving …

Comparative analysis of cameras and software tools for skeleton tracking

N Aharony, A Meshurer, M Krakovski… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Skeleton tracking is a valuable tool for monitoring user performance. In this study, we
present a methodology for comparative analysis of cameras and software tools for skeleton …

Real Time E-learning Students Monitoring for Optimization Facial Landmark Recognition Based on Hybrid Deep Learning Techniques

S salh Ali, JH Al'Ameri, T Abbas - Full Length Article, 2023 - americaspg.com
The onset of digital education, propelled by the global COVID-19 crisis, has revolutionized
the education sector, presenting unique difficulties, including the crucial task of preserving …