The foot complications constitute a tremendous challenge for diabetic patients, caregivers, and the healthcare system. The proposed sparse representation/reconstruction system can: (1) Reconstruct the pressure image of foot using a personali..
Augmented Cognition Lab (ACLab) primarily researches digital prosthetics. Digital prosthetics are a class of cognitive and neurological assistive devices and can be used for rehabilitation, Parkinson’s patients, diabetics, and individuals on..
Pervasive use of rodents as animal models in biological and psychological studies have generated a growing interest in developing automated laboratory apparatus for long-term monitoring of animal behaviors. Classically, the animal’s beha..
To track relative movements of the facial landmarks from a video, we have developed a robust tracking approach, in which head movement is also tracked and decoupled from the facial landmark movements. We first employed an state-of-the-art 2D f..
Although human pose estimation for various computer vision (CV) applications has been studied extensively in the last few decades, yet in-bed pose estimation using camera-based vision methods has been ignored by the CV community because it is ..
Tracking human sleeping postures over time provides critical information to biomedical research including studies on sleeping behaviors and bedsore prevention. In this work, we introduce a vision-based tracking system for pervasive yet unob..
Our understanding of the world started with a research that aimed to improve the indoor navigation for first-person navigators by fusing IMU data collected from their smartphone with the vision information concurrently obtained through the ph..
Image-based generative methods, such as generative adversarial networks (GANs) have already been able to generate realistic images with much context control, specially when they are conditioned. However, most successful frameworks share a comm..
Although computer vision has been extremely successful in employing deep neural networks for many visual perception applications, its use still is hindered when it comes to practical medical applications. This shortcoming are due to the factor..