linear algebra notation

$h:{\mathbb{R}}^2\to \mathbb{R}$

• defines domain and codomain
• h = function (filter)
• R^2 = domain (input space)
  • 2D real-valued vectors; pixel coordinates
• R = codomain (output space)
  • single real number; pixel intensity