| CPC H04N 23/611 (2023.01) [G06V 40/167 (2022.01); G06V 40/171 (2022.01); H04N 23/695 (2023.01)] | 20 Claims |

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1. A system for capturing, identifying, and processing images and soft biometrics comprising:
an image capture device configured to capture an image of a subject;
a pan and tilt device configured to adjust a position of the image capture device;
a speaker configured to provide audio feedback or instructions to the subject while the image is being captured;
a microphone configured to capture a voice clip of the subject; and
a computing device configured to control the image capture device, the pan and tilt device, the speaker, and the microphone, wherein the computing device is configured to:
detect whether the captured image is focused and, if the captured image is not focused, prompt an operator to recapture the image;
detect using facial recognition whether the subject in the captured image matches a known image of the subject;
detect a number of subjects in the captured image and, if the number of subjects does not match an expected number of subjects, prompt the operator to recapture the image;
detect whether any unwanted objects or obstructions are in the captured image and, if any unwanted objects or obstructions are detected, prompt the operator to recapture the image;
automatically crop the captured image and, if the captured image cannot be cropped, prompt the operator to recapture the image; and
detect, crop, and classify any scar, mark, or tattoo (SMT) that is present in the captured image.
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