1. A method of biometric matching to an enrollment template, the method comprising: comparing a verification view of a verification template to a plurality of individual enrollment views of the enrollment template to determine individual match statistics between the verification view and each individual enrollment view of the plurality of individual enrollment views, wherein the verification view corresponds to a biometric image captured by an input device, wherein the plurality of individual enrollment views correspond to a plurality of different biometric images captured by the input device; determining at least one inter-view transformation between at least one pairing of the individual enrollment views, wherein the at least one inter-view transformation includes at least one translation and at least one rotation; determining feature vectors from the individual match statistics between the verification view and each individual enrollment view of the plurality of individual enrollment views; calculating a composite match score between the verification template and the enrollment template by inputting the feature vectors into a machine learning classifier; and indicating a biometric match between the verification template and the enrollment template based on the composite match score.