Discovery Projects - Grant ID: DP170100632

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP170100632

Funding Status
Closed

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Funded Activity Summary

One shot three-dimensional reconstruction of human anatomy and motion. This project aims to accurately estimate the three-dimensional (3D) structure of non-rigid human anatomy. Although computer vision has advanced the area of structure from motion, current approaches cannot accurately and densely reconstruct people. This project will create dense 3D reconstruction techniques which can manage non-rigid human anatomy using only two-dimensional images from medical imaging devices (X-rays and video sequences) in one shot – from a single image. This approach is expected to be used for the 3D visualisation of x-rays such as in clinical practice, human pose estimation, and 3D planning for orthopaedic minimally invasive surgery.

Funded Activity Details

Start Date: 01-09-2017

End Date: 31-12-2021

Funding Scheme: Discovery Projects

Funding Amount: $410,500.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Biomechanics | Pattern Recognition and Data Mining | Computer Vision | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Evaluation of Health Outcomes | Expanding Knowledge in the Information and Computing Sciences | Computer Software and Services not elsewhere classified |

Other Keywords

Artificial Intelligence and Image Processing | Biomechanics | Computer Software and Services not elsewhere classified | Computer Vision | Evaluation of Health Outcomes | Expanding Knowledge in the Information and Computing Sciences | Pattern Recognition and Data Mining

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