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A pipeline for 3D face recognition(FR), including data preprocessing, feature extraction and face recognition. Suit for consumer RGB-D cameras, for example, Kinect V2.

C++ 97.81% CMake 2.19%

3dfr's Introduction

1. Introduction

The features we support include:

  • Detect faces from infrared image
  • Crop face from raw depth image
  • Project 3D facial points to 2D depth face
  • Estimate surface normal of 3D fcial points, and generate 2D normal face

2. Workflow

3. Installation

Dependies

  • MXNet 1.3.0
  • OpenCV 4.0
  • PCL 1.8.1

Windows

Ubuntu

4. Quick Start

cd 3DFR/Led3DFR/data
unzip test_fold=1.zip
cd ..
mkdir build
cd build
cmake ..
make
cd ..
./bin/test_kinfu

License

3DFR is freely available for free non-commercial use. If you have any questions, please contact us [email protected].

3dfr's People

Contributors

muyouhang avatar

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