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Table 3 Perceptual quality measure results

From: A supervised visual model for finding regions of interest in basal cell carcinoma images

 

Itti's model

Achanta's model

Proposed model

 

Train (dB)

Test (dB)

Train (dB)

Test (dB)

Train (dB)

Test (dB)

False fore-ground

-57.3 ± 0.2

-56.0 ± 2.0

-60.6 ± 0.2

-59.3 ± 1.9

-52.7 ± 0.3

-51.2 ± 3.2

Added back- ground

-58.7 ± 0.1

-57.3 ± 1.4

-50.8 ± 0.4

-48.8 ± 5.5

-52.0 ± 0.1

-51.6 ± 1.2

Total

-61.8 ± 0.1

-60.3 ± 1.4

-63.0 ± 0.1

-61.6 ± 1.1

-57.7 ± 0.1

-56.7 ± 1.6

  1. Average ± standard deviation of the perceptual quality in false foreground, added background and total quality for proposed and Itti's visual attention models obtained on the training and test sets.