Experiments

For the below results we use the second approach of directly predicting pressure. Specifically,  we use a ResNet model for the two modalities separately and apply late fusion using a MLP over the latent vectors to predict the final pressure value on each vertex. 

Figure 9: Results 

Figure 10: Failure Cases

Metric

v2vP : vertex to vertex Pressure error (MSE) (lower is better). 

This metric calculates the difference between the predicted and ground truth pressure on the vertices over the mesh. 

BodyPressure1.015
Ours0.3331
Table 1: v2vP metric