System and method for biometric enrollment using neural network

A method for fingerprint enrollment, comprising:

• initiating a fingerprint enrollment process to enroll a fingerprint of a user;
• receiving a first enrollment input based on touch data obtained by a fingerprint sensor;
• processing the first enrollment input to extract one or more features corresponding to the fingerprint;
• determining, based on the first enrollment input, whether to collect a second enrollment input;
• and
• based on a determination not to collect a second enrollment input, generating a fingerprint template for the fingerprint, wherein the fingerprint template indicates a set of features extracted from one or more enrollment inputs processed in the fingerprint enrollment process, wherein the one or more enrollment inputs comprise the first enrollment input.

A non-transitory computer-readable medium, having computer-executable instructions stored thereon for fingerprint enrollment, wherein the computer-executable instructions, when executed, cause one or more processors to perform:

• initiating a fingerprint enrollment process to enroll a fingerprint of a user;
• receiving a first enrollment input based on touch data obtained by a fingerprint sensor;
• processing the first enrollment input to extract one or more features corresponding to the fingerprint;
• determining, based on the first enrollment input, whether to collect a second enrollment input;
• and
• based on a determination not to collect a second enrollment input, generating a fingerprint template for the fingerprint, wherein the fingerprint template indicates a set of features extracted from one or more enrollment inputs processed in the fingerprint enrollment process, wherein the one or more enrollment inputs comprise the first enrollment input.