68 citations · 82 across the 5 of their papers we have counts for
5 papers
MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning
Rex Liu, Xin Liu
With the exponential growth of multimedia data, leveraging multimodal sensors presents a promising approach for improving accuracy in human activity recognition. Nevertheless, accu…
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers
Rex Liu, Sarina A Fazio, Huanle Zhang +3
With the development of the Internet of Things(IoT) and Artificial Intelligence(AI) technologies, human activity recognition has enabled various applications, such as smart homes a…
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches
Albara Ah Ramli, Xin Liu, Kelly Berndt +13
Differences in gait patterns of children with Duchenne muscular dystrophy (DMD) and typically-developing (TD) peers are visible to the eye, but quantifications of those differences…
An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence
Rex Liu, Albara Ah Ramli, Huanle Zhang +2
With the rapid development of the internet of things (IoT) and artificial intelligence (AI) technologies, human activity recognition (HAR) has been applied in a variety of domains…
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
Albara Ah Ramli, Rex Liu, Rahul Krishnamoorthy +4
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease of the brain and the spinal cord, which leads to paralysis of motor functions. Patients retain their…