cnu1439 / bobetocalo_pami20

Multi-task head pose estimation in-the-wild

Multi-task head pose estimation in-the-wild

We provide C++ code in order to replicate the head-pose experiments in our paper https://ieeexplore.ieee.org/document/9303369

If you use this code for your own research, you must reference our PAMI paper:

Multi-task head pose estimation in-the-wild
Roberto Valle, José M. Buenaposada, Luis Baumela.
IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI 2020.
https://doi.org/10.1109/TPAMI.2020.3046323

Requisites

• faces_framework https://github.com/bobetocalo/faces_framework
• ert_simple https://github.com/bobetocalo/ert_simple
• Tensorflow (v1.8.0)

Installation

This repository must be located inside the following directory:

faces_framework
    └── alignment
        └── ert_simple
    └── multitask 
        └── bobetocalo_pami20

You need to have a C++ compiler (supporting C++11):

> mkdir release
> cd release
> cmake ..
> make -j$(nproc)
> cd ..

Usage

Use the --measure option to set the face alignment normalization.

Use the --database option to load the proper trained model.

> ./release/face_multitask_bobetocalo_pami20_test --measure pupils --database cofw