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. 2019 Aug 19;19(16):3607. doi: 10.3390/s19163607

Table 6.

Average Grad-CAM and pGrad-CAM results.

Banknote Method Input Example Images Explainable Artificial Intelligence
Visible Infrared Transmission Infrared Reflection Banknote Denomination Banknote Direction Counterfeit Detection
20 EUR first series Grad-CAM graphic file with name sensors-19-03607-i006a.jpg graphic file with name sensors-19-03607-i006b.jpg graphic file with name sensors-19-03607-i006c.jpg graphic file with name sensors-19-03607-i006d.jpg graphic file with name sensors-19-03607-i006e.jpg graphic file with name sensors-19-03607-i006f.jpg
pGrad-CAM graphic file with name sensors-19-03607-i006g.jpg graphic file with name sensors-19-03607-i006h.jpg graphic file with name sensors-19-03607-i006i.jpg graphic file with name sensors-19-03607-i006j.jpg graphic file with name sensors-19-03607-i006k.jpg graphic file with name sensors-19-03607-i006l.jpg
100 EUR Grad-CAM graphic file with name sensors-19-03607-i006m.jpg graphic file with name sensors-19-03607-i006n.jpg graphic file with name sensors-19-03607-i006o.jpg graphic file with name sensors-19-03607-i006p.jpg graphic file with name sensors-19-03607-i006q.jpg graphic file with name sensors-19-03607-i006r.jpg
pGrad-CAM graphic file with name sensors-19-03607-i006s.jpg graphic file with name sensors-19-03607-i006t.jpg graphic file with name sensors-19-03607-i006u.jpg graphic file with name sensors-19-03607-i006v.jpg graphic file with name sensors-19-03607-i006w.jpg graphic file with name sensors-19-03607-i006x.jpg
10 USD Grad-CAM graphic file with name sensors-19-03607-i006y.jpg graphic file with name sensors-19-03607-i006z.jpg graphic file with name sensors-19-03607-i006{.jpg graphic file with name sensors-19-03607-i006--.jpg graphic file with name sensors-19-03607-i006}.jpg graphic file with name sensors-19-03607-i006~.jpg
pGrad-CAM graphic file with name sensors-19-03607-i006aa.jpg graphic file with name sensors-19-03607-i006ba.jpg graphic file with name sensors-19-03607-i006ca.jpg graphic file with name sensors-19-03607-i006da.jpg graphic file with name sensors-19-03607-i006ea.jpg graphic file with name sensors-19-03607-i006fa.jpg
20 USD Grad-CAM graphic file with name sensors-19-03607-i006ga.jpg graphic file with name sensors-19-03607-i006ha.jpg graphic file with name sensors-19-03607-i006ia.jpg graphic file with name sensors-19-03607-i006ja.jpg graphic file with name sensors-19-03607-i006ka.jpg graphic file with name sensors-19-03607-i006la.jpg
pGrad-CAM graphic file with name sensors-19-03607-i006ma.jpg graphic file with name sensors-19-03607-i006na.jpg graphic file with name sensors-19-03607-i006oa.jpg graphic file with name sensors-19-03607-i006pa.jpg graphic file with name sensors-19-03607-i006qa.jpg graphic file with name sensors-19-03607-i006.jpg