Fast local binary patterns - LBP feature extration using PyTorch

Example_LBP_Cifar10.ipynb

Example_LBP_PyTorch.ipynb

Local Binary Patterns using PyTorch

Example feature extration for Cifar10 dataset:

Test:

Akgun, D. "A PyTorch Operations Based Approach for Computing Local Binary Patterns." U. Porto Journal of Engineering 7.4 (2021): 61-69.0, doi.org/10.24840/2183-6493_007.004_0005

Bibtex

@article{akgun2021pytorch, title={A PyTorch Operations Based Approach for Computing Local Binary Patterns},
author={Akgun, Devrim},
journal={U. Porto Journal of Engineering},
volume={7}, number={4},
pages={61--69},
year={2021}
}