shunsukesaito / PIFu

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
https://shunsukesaito.github.io/PIFu/
Other
1.77k stars 340 forks source link

Define watertight mesh #79

Closed ckxz closed 3 years ago

ckxz commented 4 years ago

I'm trying to implement the PIFu framework with my own dataset and wonder what is the understanding of watertight meshes in this context.

Do all/any of the following requirements apply to it?

Or do you simply understand a watertight mesh as one that simply has no holes in its surface?

Thanks for the great work. Keep it up!

shunsukesaito commented 3 years ago

It depends on an algorithm for occupancy checking. The conditions you mentioned above may result in inaccurate occupancy labels for training in embree the code base is currently using. You could instead use robust occupancy detection algorithms such as generalized winding numbers (https://igl.ethz.ch/projects/winding-number/).