The relative contrast of features is known to be important in determin
ing if they can be grouped. Two manipulations of feature contrast have
previously been used to criticise models of visual grouping based on
spatial filtering: high-pass filtering and reversal of contrast polari
ty. The effects of these manipulations are considered in the context o
f the perception of Glass patterns. It is shown that high-pass filteri
ng elements, whilst destroying structure in the output of low-pass fil
ters, do not significantly disrupt the output of locally band-pass fil
ters. The finding that subjects can perceive structure in Glass patter
ns composed of high-pass features therefore offers no evidence against
such spatial filtering mechanisms. Band-pass filtering models are sho
wn to explain the rotation of perceived structure in Glass patterns co
mposed of opposite contrast features. However, structure is correctly
perceived in patterns composed of two 'interleaved' opposite contrast
patterns, which is problematic for oriented filtering mechanisms. Two
possible explanations are considered: nonlinear contrast transduction
prior to filtering, and integration of local orientation estimates fro
m first-order and second-order mechanisms.