neoglez / Learning-Anthropometry-from-Rendered-Humans

Code and Datasets for the arxiv paper, Learning Anthropometry from Rendered Humans

Learning-Anthropometry-from-Rendered-Humans

Code and Datasets for the arxiv paper, Learning Anthropometry from Rendered Humans

• To access the dataset, please contact Song Yan (song.yan at tuni.fi)

1. To create the synthetic datasets by using the PCA-based shape model on our scans or by using SMPL model
2. To render body scans into RGB images by using [SURREAL] (https://github.com/gulvarol/surreal)
3. To obtain the pre-defined antrhopometric body measurements
4. To train the CNN network

please cite us:

@article{yan2021learning,
  title={Learning Anthropometry from Rendered Humans},
  author={Yan, Song and K{\"a}m{\"a}r{\"a}inen, Joni-Kristian},
  journal={arXiv preprint arXiv:2101.02515}
}

and our ICPR2020 paper, Silhouette-Body-Measurement-Benchmarks