#466 · Primary category: Computer Vision

4dface

computer-vision face-models modern-cpp video-processing

Real-time 3D face tracking and reconstruction from 2D video

Project last updated:12/10/18

GitHub Stars

809

Forks

240

Contributors

1

License

Apache-2.0

Why we included this project

This is a compact reference implementation of 3D Morphable Model fitting, showing the whole chain from 2D video frames to a tracked 3D face mesh. It wires landmark detection, a morphable face model, and an optimisation routine into one demo app that runs on a webcam or a video file, and it can export the fitted mesh as an OBJ. The code is modern C++ built on OpenCV, Eigen, and Boost, so it reads cleanly as a study of how the pieces fit together rather than a black box. Keep in mind it is a research demo from 2015/2016 running at roughly 5 fps, and the author points to the actively maintained eos library for current work. For anyone evaluating 3D face reconstruction approaches, this repo is a useful historical and educational baseline.

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