Surfaces play an important role in visual perception. They are perceiv
ed as'(perceptual) reliefs', that are surfaces in 2+1D perceptual spac
e, that is the product space of the 2D visual field and the 1D 'depth
dimension'. It is in many respects irrelevant whether the observer vie
ws a true 3D scene or a flat (2D) picture of a scene. In both cases, t
he percepts are reliefs in 2+1D perceptual space. In the latter case,
one speaks of 'pictorial relief'. We discuss how perceptual reliefs ca
n be measured and which aspects of these reliefs are especially robust
against day-to-day intraobserver variations, changes of viewing condi
tions and interobserver differences. It turns out that only aspects of
the partial depth order (based on depth precedence in infinitesimal r
egions) are stable. Thus, features of the relief are invariants of gen
eral 'relief preserving transformations' that may actually scramble de
pth values at different locations. This is evident from the fact that
human observers can only judge depth precedence with some degree of ce
rtainty far points that are on a single slope. We discuss the formal s
tructure of these relief invariants. Important ones are the Morse crit
ical points and the ridges and courses of the relief.