Introduction

The complete project can be downloaded from this URL:

https://drive.google.com/file/d/1xQXecGb3uo-MNhVnqm1bIFA3liZEvkz5/view?usp=drive_link

Dataset

300W-LP Dataset

https://drive.google.com/file/d/1LDkBj9WPXCOhBV193ilolSMoKLgoz7SK/view?usp=drive_link

${POANet_ROOT}
|-- dataset
`-- |-- 300w-lp
    `-- |-- pose
        |   |-- Test.txt
        |   |-- Train.txt
        `-- image
            `-- |-- AFLW2000
                |   |-- image00002.jpg
                |   |-- image00004.jpg
            `-- |-- AFW
                |-- AFW_134212_1_0.jpg
                |-- AFW_134212_1_1.jpg

BIWI Dataset

https://drive.google.com/file/d/1894PVvimiqwiiJfAcoTiMdbq2FEqTlEq/view?usp=sharing

${POANet_ROOT}
|-- dataset
`-- |-- biwi
    `-- |-- pose
        |   |-- Test.txt
        |   |-- Train.txt
        `-- image
        |   |-- 01_0004.jpg
        |   |-- 01_0005.jpg

Test

https://drive.google.com/file/d/1x-5BGDgSeIwbVriHjQGirE0u08OLJH05/view?usp=drive_link https://drive.google.com/file/d/1dimWSh-8Tk3Zjmj63ke_mK5YN7LqdTLo/view?usp=drive_link

Train

Citation

@article{wu2024_POANet,
  title={3D Head Pose Estimation via Normal Maps: A Generalized Solution for Depth Image, Point Cloud, and Mesh},
  author={Wu, Jiang and Chen, Hua},
  journal={Advanced Intelligent Systems},
  pages={2400159},
  year={2024},
  publisher={Wiley Online Library}
}