Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images

Jana Čavojská, Julian Petrasch, Nicolas J. Lehmann +2

In this paper, we present a deep-learning based method for estimating the 3D structure of a bone from a pair of 2D X-ray images. Our triplet loss-trained neural network selects the…