x = (0, 0)
Shift x:
←
↑
↓
→
image f filter ψ overlap

Shift the filter
Shift the input
Output
∑y f(y) ψ(y − x)
∑y′ f(y′ + x) ψ(y′)
[f ☆ ψ](x)