3 papers
cs.CV2020
Group Activity Detection from Trajectory and Video Data in Soccer
Ryan Sanford, Siavash Gorji, Luiz G. Hafemann +2
Group activity detection in soccer can be done by using either video data or player and ball trajectory data. In current soccer activity datasets, activities are labelled as atomic…
cs.LG2019
SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series
Bahareh Pourbabaee, Matthew Howe-Patterson, Matthew Patterson +1
In this work, a dense recurrent convolutional neural network (DRCNN) was constructed to detect sleep disorders including arousal, apnea and hypopnea using Polysomnography (PSG) mea…
eess.SY2015
Sensor Fault Detection, Isolation and Identification Using Multiple Model-based Hybrid Kalman Filter for Gas Turbine Engines
Bahareh Pourbabaee, Nader Meskin, Khashayar Khorasani
In this paper, a novel sensor fault detection, isolation and identification (FDII) strategy is proposed by using the multiple model (MM) approach. The scheme is based on multiple h…