gender information. At present, the academic research of fingerprint gender characteristics is
generally at the level of understanding, while the standardization research is quite limited. In
this work, we propose a more robust method, Dense Dilated Convolution ResNet (DDC-
ResNet) to extract valid gender information from fingerprints. By replacing the normal
convolution operations with the atrous convolution in the backbone, prior knowledge is …