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. 2019 Sep 24;19(19):4139. doi: 10.3390/s19194139

Table 4.

Grad-CAM visualization of correctly classified subjects from the AMI dataset. The model looks at various places around the ear structure, exploiting these auxiliary parts to make predictions. This is justifying the drop in recognition rate on the AMIC dataset where these extra parts are removed from the profile images.

Dataset Original Grad-CAM Heatmap Original Grad-CAM Heatmap
AMI graphic file with name sensors-19-04139-i013.jpg graphic file with name sensors-19-04139-i014.jpg graphic file with name sensors-19-04139-i015.jpg graphic file with name sensors-19-04139-i016.jpg graphic file with name sensors-19-04139-i017.jpg graphic file with name sensors-19-04139-i018.jpg