/LBP-Histograms-from-Regions

LBP feature histograms extracted from regions

Primary LanguageJupyter NotebookMIT LicenseMIT

LBP Histograms from Regions

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A year ago I've been trying to play the LBP feature histograms extracted from regions.

Honestly, I do not remember/I have no idea how the code is but I believe there is still a lot to do with it.

Overview

An attempt to reproduce the LBP feature histograms extracted from regions in Python.

Dependencies

  • PIL
  • skimage
  • cv2
  • glob
  • os
  • matplotlib
  • numpy

You can install missing dependencies with pip. And install TensorFlow via TensorFlow link.

Usage

  1. Install the dependencies;
  2. Run Jupyter Notebook in terminal to see the code in your browser.

Credits

  • Ahonen, Timo, Abdenour Hadid, and Matti Pietikäinen. "Face recognition with local binary patterns." European conference on computer vision. Springer, Berlin, Heidelberg, 2004.

License

Code released under the MIT license.