Are all quad-core desktop processors the same size?

No, processor size depends on manufacturer and model. Quad-core basically means that a processor can execute 4 different things at once, and is more closely related to processing capability and not size.

The thickness of a processor is normally referred to the die thickness (very small measurements) while the form factor refers to how it physically will connect to the motherboard and thus more representative of overall shape.