Comparison table of our proposed (S+I+C and P models) age-adapted models with available computational models of saliency prediction.

<p>Comparison table of our proposed (S+I+C and P models) age-adapted models with available computational models of saliency prediction.</p

Average prediction accuracy by proposed patch based method, scale 1, 2, 3, 4 are correspond to a, 16, 8 patch sizes respectively (Proposed P).

<p>Average prediction accuracy by proposed patch based method, scale 1, 2, 3, 4 are correspond to a, 16, 8 patch sizes respectively (Proposed P).</p

Agreement analysis between observers within age group and across age groups.

<p>(a) Intra-age group agreement scores, which reflects that kids agree more in explored locations than younger adults. (b) Agreement analysis results for the source saliency map of 4 years and adults in finding the target fixation of different age groups.</p

The framework of our proposed study.

<p>It consist of two parts, analysis part and proposed age-adapted saliency model as shown in figure, 29 years is mean age of adult observers. The sample image 1 is same for both of the models and it is only representation of the original image.</p

Comparison of age-adapted proposed saliency models with baseline models of computational attention system.

<p>Comparison of age-adapted proposed saliency models with baseline models of computational attention system.</p

Explorativeness results.

<p>(a) The histogram of entropy indicates that there is a shift from left to right for 4 year to adult age group. (b) Entropy plotted in sorted order for different age groups over all the stimuli.</p

Saliency benchmark dataset.

<p>Saliency benchmark dataset.</p

Map generation.

<p>The process of generating human fixation map and human saliency maps of an image for age groups. <i>OB</i>_<i>n</i> stands for the <i>n</i>^<i>th</i> observer of an age group. The images used in this figure are similar but not identical to the original image, and is therefore for illustrative purposes only.</p

Age-based changes in center bias tendency across age groups.

<p>Age-based changes in center bias tendency across age groups.</p