16 citations · 17 across the 3 of their papers we have counts for
8 papers
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
Shuangjun Liu, Sarah Ostadabbas
Computer vision has achieved great success in interpreting semantic meanings from images, yet estimating underlying (non-visual) physical properties of an object is often limited t…
Invariant Representation Learning for Infant Pose Estimation with Small Data
Xiaofei Huang, Nihang Fu, Shuangjun Liu +1
Infant motion analysis is a topic with critical importance in early childhood development studies. However, while the applications of human pose estimation have become more and mor…
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions
Shuangjun Liu, Xiaofei Huang, Nihang Fu +3
Computer vision (CV) has achieved great success in interpreting semantic meanings from images, yet CV algorithms can be brittle for tasks with adverse vision conditions and the one…
Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms
Davoud Hejazi, Shuangjun Liu, Amirreza Farnoosh +2
Due to their inherent variabilities,nanomaterial-based sensors are challenging to translate into real-world applications,where reliability/reproducibility is key.Recently we showed…
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…
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…