Perception is more personal and is how you see the issue/thing. You might look at a drawing and see it one way but someone else look at the same drawing and see it totally different.
On the other hand Observation basically means watching something and taking note of anything it does. For instance, you might observe a bird flying by watching it closely.
Do you like arguing?
debate dear watson debate....