• append 1 at end of every vector - allows us to rotate, scale, skew, and translate
  • rightmost column of the matrix is a vector that is added
    • usually has a bottom row of 0,0,1, making the result have 1 at the bottom
  • doesn’t matter how far it’s scaled for Computer Vision
  • Linear Algebra