16 citations · 48 across the 15 of their papers we have counts for
5 papers · 1 filter
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video
Behnaz Rezaei, Yiorgos Christakis, Bryan Ho +4
Objective monitoring and assessment of human motor behavior can improve the diagnosis and management of several medical conditions. Over the past decade, significant advances have…
Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation
Shuangjun Liu, Sarah Ostadabbas
Human in-bed pose estimation has huge practical values in medical and healthcare applications yet still mainly relies on expensive pressure mapping (PM) solutions. In this paper, w…
Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis
Xiaofei Huang, Alaina Martens, Emily Zimmerman +1
Non-nutritive sucking (NNS) is defined as the sucking action that occurs when a finger, pacifier, or other object is placed in the baby's mouth, but there is no nutrient delivered.…
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences
Amirreza Farnoosh, Behnaz Rezaei, Sarah Ostadabbas
This paper presents a novel unsupervised probabilistic model estimation of visual background in video sequences using a variational autoencoder framework. Due to the redundant natu…
Bayesian Inference-enabled Precise Optical Wavelength Estimation using Transition Metal Dichalcogenide Thin Films
Davoud Hejazi, Shuangjun Liu, Sarah Ostadabbas +1
Despite its ability to draw precise inferences from large and complex datasets, the use of data analytics in the field of condensed matter and materials sciences -- where vast quan…