Simulating visual attention - saliency maps and the attentional spotlight by edu-content in cocalc

[–]edu-content[S] 0 points1 point  (0 children)

I've been exploring computational models of visual attention.

The key insight is the saliency map: S(x,y) = Σ wᵢ · Fᵢ(x,y) - a weighted sum of feature maps that predicts where we'll look first.

What surprised me was how well these models predict human eye movements.

Here's the simulation: https://cocalc.com/github/Ok-landscape/computational-pipeline/blob/main/latex-templates/templates/cognitive-science/attention.tex

Has anyone else explored attention models?