Real-time facial recognition is augmented with an additional second biometric-based security gesture authentication. Facial biometric authentication is performed on a user for access to a resource. When facial authentication is successful, an image or a video of the user is captured performing a security gesture. Pixel values from the image or video are compared against expected pixel values for the security gesture and when the comparison is within a threshold, the user is provided access to the resource.