15 citations · 19 across the 3 of their papers we have counts for
4 papers
PRANet: Point Cloud Registration with an Artificial Agent
Lisa Tse, Abdoul Aziz Amadou, Axen Georget +1
Point cloud registration plays a critical role in a multitude of computer vision tasks, such as pose estimation and 3D localization. Recently, a plethora of deep learning methods w…
Towards Fast Biomechanical Modeling of Soft Tissue Using Neural Networks
Felix Meister, Tiziano Passerini, Viorel Mihalef +3
To date, the simulation of organ deformations for applications like therapy planning or image-guided interventions is calculated by solving the elastodynamics equations. While effi…
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging
Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa +3
Real-time localization of prostate gland in trans-rectal ultrasound images is a key technology that is required to automate the ultrasound guided prostate biopsy procedures. In thi…
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration
Shun Miao, Sebastien Piat, Peter Fischer +4
2D/3D image registration to align a 3D volume and 2D X-ray images is a challenging problem due to its ill-posed nature and various artifacts presented in 2D X-ray images. In this p…