Brightness is:
Brightness is also known as lightness
It cannot be measured objectively (but can be scaled, e.g. in %).
The perception:
For instance, a monitor can be adjusted to a level of light between very dim and very bright.
The inverse of brightness is dullness.
The brightness is:
It is then the representation of variation (relative) in the perception of a color or color space's brightness.