Table 3

Perceptual quality measure results

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

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.

Gutiérrez et al. Diagnostic Pathology 2011 6:26   doi:10.1186/1746-1596-6-26