opencvcascade-classifier

LBP Local Binary Pattern for mouth detection in front face


There is someone who can direct me to find a lbp cascade classifier for mouth detection? I looked for but i didn't found anything. I found only haar files, i want to know if someone have a lbp classifier. Haar classifiers are so slow, decrease of 10 fps in my app using haar. Thank you guys.


Solution

  • Hi @Sandeep sorry i changed my S.O. profile so i haven't seen your question. Anyway yes! I managed with classifiers in last times. I can give you a good address. I worked with haar cascade-classifiers the process is very simple but you need a lot of training data!
    Basically you'll need a set of positive samples(that includes the Object that you want to scan) and a set negative samples(that NOT contains the object that you want to scan).

    EXAMPLE: Supposing you want to scan potholes using opencv and an haar cascade-classifier:
    you'll need a set of images of streets that contains potholes(positive samples) and a set of image of streets that NOT contains potholes(negative samples).

    I leave you a link that helped me so much: http://www.academia.edu/9149928/A_complete_guide_to_train_a_cascade_classifier_filter

    This example uses a GitHub project i here's the link: https://github.com/sauhaardac/Haar-Training

    Hope to be helpful, bye :D