jmbuena / lsfm

Large Scale Facial Model (LSFM) - an automatic pipeline for constructing 3D Morphable Models from large collections of facial meshes

Large Scale Facial Model (LSFM)

This repository contains the code used to produce the Large Scale Facial Model (LSFM) presented in:

Large scale 3D Morphable Models J. Booth, A. Roussos, A. Ponniah, D. Dunaway, S. Zafeiriou. International Journal of Computer Vision (IJCV), April 2017

A 3D Morphable Model learnt from 10,000 faces J. Booth, A. Roussos, S. Zafeiriou, A. Ponniah, D. Dunaway. Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR), June 2016

It also provides documentation about the models themselves.

Installing and using the LSFM 3D Morphable Model construction pipeline

The code used to produce the LSFM models is contained within this repository and is completely open source under a BSD license. You are free to follow the code's documentation, which explains how to install this tool and run it yourself on a set of facial meshes to automatically build a 3D Morphable Model.

Acquiring the LSFM Models

The LSFM models were produced by using this software pipeline on the (proprietary) MeIn3D dataset. For full terms and conditions, and to request access to the models, please visit the LSFM website. For technical details on the models we provide, see MODELS.md.