/preprocess-of-ME-data

Primary LanguagePython

Pipeline for the Preprocessing of Micro-Expressions

This repo includes facial landmarks detection, alignment and cropping. We test our code on four public Micro-Expression (ME) databases, i.e. CASME II, SAMM, SMIC-HS, and MMEW.

Requirements

opencv

skimage

numpy

face_alignment

How to Use

  1. facial landmarks detection

    Just follow the introduction of this repo: face_alignment and install the dependency. The demo is shown in fa_test.py.

  2. Rewrite the main.py and change the root directory according to your requirement.

Contributions

All contributions are welcomed. If you have any confusions about the code feel free to contact weimengting@seu.edu.cn.