Secure facial authentication system using active infrared light source and RGB-IR sensor
View Patent ↗An infrared face authentication system and method, having an infrared lamp, a camera having at least infrared responsive pixels proximate to the infrared lamp and a processor connected to the infrared lamp and camera, wherein the infrared lamp and camera are responsive to the processor, wherein the processor receives a facial image from the camera illuminated by the infrared lamp and determines whether the facial image is comprised of epidermis and if the facial image is comprised of epidermis whether the facial image matches an enrolled facial image and if the facial image matches the enrolled facial image an authentication is output.
1. A method of infrared face authentication, comprising:
illuminating in an infrared spectrum;
capturing a facial image in the infrared spectrum;
determining whether the captured facial image is approximately uniformly illuminated;
scoring the approximate uniform illumination as a liveness confidence;
determining a captured facial signature vector of the captured facial image;
scoring a facial matching similarity of the captured facial, signature vector to a stored enrolled facial signature vector of an enrolled facial image;
authenticating the captured facial signature vector if it is above a predetermined threshold of the scored facial matching similarity;
aligning the captured facial image to facial landmarks;
normalizing the aligned captured facial image;
extracting local binary pattern features from the normalized capture facial image;
convolving the normalized captured facial image with a difference of Gaussian filter;
concatenating the captured facial image into a whole feature vector; and
classifying the whole feature vector.
2. The method of infrared face authentication of claim 1 , further comprising searching for a face in the captured facial image.
3. The method of infrared face authentication of claim 1 , further comprising enrolling a facial image if no facial image has been enrolled.
4. The method of infrared face authentication of claim 3 , further comprising determining a enrolled facial signature vector of the enrolled facial image.
5. The method of infrared face authentication of claim 1 , wherein the scoring of the facial matching similarity is between 0 and 1.
6. The method of infrared face authentication of claim 1 , wherein the captured facial image is one frame.