20 citations · 27 across the 3 of their papers we have counts for
5 papers · 1 filter
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors
Walid Bekhtaoui, Ruhan Sa, Brian Teixeira +4
Point cloud based methods have produced promising results in areas such as 3D object detection in autonomous driving. However, most of the recent point cloud work focuses on single…
Adaloss: Adaptive Loss Function for Landmark Localization
Brian Teixeira, Birgi Tamersoy, Vivek Singh +1
Landmark localization is a challenging problem in computer vision with a multitude of applications. Recent deep learning based methods have shown improved results by regressing lik…
3D Organ Shape Reconstruction from Topogram Images
Elena Balashova, Jiangping Wang, Vivek Singh +3
Automatic delineation and measurement of main organs such as liver is one of the critical steps for assessment of hepatic diseases, planning and postoperative or treatment follow-u…
Structure-Aware Shape Synthesis
Elena Balashova, Vivek Singh, Jiangping Wang +3
We propose a new procedure to guide training of a data-driven shape generative model using a structure-aware loss function. Complex 3D shapes often can be summarized using a coarse…
Generating Synthetic X-ray Images of a Person from the Surface Geometry
Brian Teixeira, Vivek Singh, Terrence Chen +5
We present a novel framework that learns to predict human anatomy from body surface. Specifically, our approach generates a synthetic X-ray image of a person only from the person's…