Sparse Representation/Reconstruction of Plantar Pressure Image
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..
- Posted by ostadabbas
- Posted in Research
Developing Digital Prosthetics via Employing Avatars, VR, and AR Environments
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..
- Posted by ostadabbas
- Posted in Research
Multiple Deformable Objects Tracking and Pose Detection
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..
- Posted by ostadabbas
- Posted in Research
Human 3D Facial Pose Estimation and Tracking
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..
- Posted by ostadabbas
- Posted in Research
Human Pose Estimation: Deep Learning with Small Dataset
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 ..
- Posted by ostadabbas
- Posted in Research
In-Bed Posture Estimation
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..
- Posted by Shuangjun Liu
- Posted in Research
Understanding Pose of The World and 3D Scene Reconstruction
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..
- Posted by ostadabbas
- Posted in Research
Inner Space Preserving Generative Pose Machine
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..
- Posted by ostadabbas
- Posted in Research