Computer Vision, Deep Learning, Robotics, Geometry, Artificial Intelligence.
with regards to our 3 DOF transformation in 2D space? These three components of our transformation can be visualized as shown in the gif below. So, we can imagine first rotating by θ in the plane, then translating by tx in the x direction and ty in the y direction, thus giving us our 3 DOF