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Facial Recognition Using Local Binary Patterns HistogramsLBPH Algorithm or Model in OpenCV with Pyth. In this lecture, we will be performing facial recognition using the LBPH method. Local Binary Patterns Histograms is another algorithm which is used for facial recognition in computer vision.
LBPH is more effective in conditions like light or illumination changing effect in an image than Eigenface and Fisherface algoritm.
The LBPH algorithm uses a local image descriptor called Linear Binary Pattern (LBP).
Lets see how LBP extracts features from an image.