A new end-to-end CNN, SP-NET, reports true detection rates of 98.75%, 97.5%, and 92.72% for fingerprint singular-point localization on FVC2002 DB1_A, DB2_A, and an in-house FPL30K dataset.
Algorithm of extracting core point in fingerprint.JOURNAL- HEBEI UNIVERSITY OF TECHNOLOGY, 36(1):46, 2007
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SP-NET: One Shot Fingerprint Singular-Point Detector
A new end-to-end CNN, SP-NET, reports true detection rates of 98.75%, 97.5%, and 92.72% for fingerprint singular-point localization on FVC2002 DB1_A, DB2_A, and an in-house FPL30K dataset.