421 citations · 1.6k across the 35 of their papers we have counts for
38 papers
Bayesian Based Unrolling for Reconstruction and Super-resolution of Single-Photon Lidar Systems
Abderrahim Halimi, Jakeoung Koo, Stephen McLaughlin
Deploying 3D single-photon Lidar imaging in real world applications faces several challenges due to imaging in high noise environments and with sensors having limited resolution. T…
3D Target Detection and Spectral Classification for Single-photon LiDAR Data
Mohamed Amir Alaa Belmekki, Jonathan Leach, Rachael Tobin +3
3D single-photon LiDAR imaging has an important role in many applications. However, full deployment of this modality will require the analysis of low signal to noise ratio target r…
Robust real-time imaging through flexible multimode fibers
Abdullah Abdulaziz, Simon Peter Mekhail, Yoann Altmann +2
Conventional endoscopes comprise a bundle of optical fibers, associating one fiber for each pixel in the image. In principle, this can be reduced to a single multimode optical fibe…
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems
Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin
Deploying 3D single-photon Lidar imaging in real world applications faces multiple challenges including imaging in high noise environments. Several algorithms have been proposed to…
Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation
Dan Yao, Stephen McLaughlin, Yoann Altmann
This paper presents a scalable approximate Bayesian method for image restoration using total variation (TV) priors. In contrast to most optimization methods based on maximum a post…
Real-time, low-cost multi-person 3D pose estimation
Alice Ruget, Max Tyler, Germán Mora Martín +7
The process of tracking human anatomy in computer vision is referred to pose estimation, and it is used in fields ranging from gaming to surveillance. Three-dimensional pose estima…