4 papers
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment
Atefeh Irani, Maryam S. Mirian, Alex Lassooij +3
Video-based assessment of motor symptoms in conditions such as Parkinson's disease (PD) offers a scalable alternative to in-clinic evaluations, but home-recorded videos introduce s…
Water Flow Detection Device Based on Sound Data Analysis and Machine Learning to Detect Water Leakage
Hossein Pourmehrani, Reshad Hosseini, Hadi Moradi
In this paper, we introduce a novel mechanism that uses machine learning techniques to detect water leaks in pipes. The proposed simple and low-cost mechanism is designed that can…
FICAug: Feature-Informed Clustering and Augmentation for Facial-Expression-Based Parkinson's Disease Screening
Yasaman Haghbin, Hadi Moradi, Reshad Hosseini
Hypomimia has drawn growing interest as a digital marker for screening Parkinson's disease (PD). However, developing reliable facial-expression-based screening models is challengin…
Optimal Triangulation Method is Not Really Optimal
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
Triangulation refers to the problem of finding a 3D point from its 2D projections on multiple camera images. For solving this problem, it is the common practice to use so-called op…