Vikramjit Sidhu

Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints

We introduce the first dense neural non-rigid structure from motion (N-NRSfM) approach, which can be trained end-to-end in an unsupervised manner from 2D point tracks. Compared to the competing methods, our combination of loss functions is fully-differentiable and can be readily integrated into deep…