When two shapes that differ in orientation or size have to be compared
or objects have to be recognized from different viewpoints, the respo
nse time and error rate are systematically affected by the size of the
geometric difference. In this, report, we argue that these effects ar
e riot necessarily solid evidence for the use of mental transformation
s and against the use of invariants by the visual system. We report an
experiment in which observers were asked to give affine-invariant coo
rdinates of a point located in an affine fame defined by three other p
oints. The angle subtended by the coordinate axes and the ratio of the
lengths of their unit vectors systematically affected the measurement
errors. This finding demonstrates that the visual system's measuremen
t of invariants need not itself be invariant.