Research Article

An OCaNet Model Based on Octave Convolution and Attention Mechanism for Iris Recognition

Table 3

Comparison of performance between different modules on the iris dataset.

ModelAccuracy (%)Number of misjudgments

ResNet1886.07458
CBAM + ResNet1884.10523
Oct + ResNet18 (Oct module)89.27353
ECBAM + ResNet18 (A module)89.57343
OCaNet (ours)91.52279