Expects a 2D input shape representing an RGBA encoded image. The
values will be expanded from the RGB to the R channel by forming the logical
shape of [1, height, width, 3], which can then be used as an input
for neural network structures.
To ease implementation, we require the texture dimensions to match
the inputs logical shape