US Patent 10489643 Identity document validation using biometric image data

A computer-implemented method is described and includes a computing device receiving an image of an identification document of an individual. The method includes detecting, by the computing device and based on the received image, identifying data about the individual, the identifying data including text fields; and detecting, by the device and based on the received image, biometric attributes of the individual. The method further includes the device determining a first confidence score associated with a first biometric attribute of the individual that is detected by the device; and determining a second confidence score associated with a first text field of the detected identifying data. The first text field can correspond to the first biometric attribute. The method includes the device comparing the first biometric attribute and the first text field using at least the first confidence score and the second confidence score. Based on the comparison, the device can either execute a feedback operation to repeat detection of at least the identifying data and biometric data, or provide an indication associated with the authenticity of the identification document of the individual.