Face Detection Door Lock
My project is a Face Detection Door Lock which uses OpenCV and Python to detect faces and open a door lock for people who are recognized.
Area of Interest
Dougherty Valley High School
Looks at multiple images of a person and determines significant features like eyes and nose. Good for detecting faces quickly but has less efficiency under different illumination.
Local Binary Pattern Histogram
Looks at all the pixels on the face and determines how it relates to pixels around it. Efficient because illumination does not matter, which is why I chose this algorithm to use.
Uses high level math to determine features of a person that distinguish that person from other people. Is faltered by different illumination as well.