One shot three-dimensional reconstruction of human anatomy and motion

本项目旨在准确估计非刚性人体解剖的三维(3D)结构。虽然计算机视觉已经将结构从运动领域向前推进了一步，但目前的方法不能准确和密集地重建人。该项目将创建密集的3D重建技术，仅使用来自医学成像设备(X射线和视频序列)的二维图像，在一次拍摄中-从单一图像-管理非刚性人体解剖。这种方法有望用于X射线的3D可视化，例如在临床实践中，人体姿势估计，以及矫形外科微创手术的3D规划。

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.