DSNet: Dynamic Skin Deformation Prediction by Recurrent Neural Network. (arXiv:2201.07660v1 [cs.GR])

Skin dynamics contributes to the enriched realism of human body models in
rendered scenes. Traditional methods rely on physics-based simulations to
accurately reproduce the dynamic behavior of soft tissues. Due to the model
complexity and thus the heavy computation, however, they do not directly offer
practical solutions to domains where real-time performance is desirable. The
quality shapes obtained by physics-based simulations are not fully exploited by
example-based or more recent datadriven methods neither, with most of them
having focused on …

arxiv network neural network prediction recurrent neural network