The acuity for localizing the position of a grating and other first or
der patterns which are defined directly by the luminance distribution,
is much higher than the resolution for such gratings, This well-descr
ibed phenomenon usually is referred to as hyperacuity, and is regarded
as a cortical function which is not limited by the optics and the sam
pling properties of the eye. Second order patterns which can be define
d by the distribution of local contrast gained some interest because t
hey require more complex processing mechanisms than first order patter
ns. We investigated how well gratings and bars which are exclusively d
efined by the variation of the local contrast of static random dot pat
terns can be localized in space. In this case localization acuity does
not reach the precision which is known for first order patterns. Howe
ver, the localization of contrast-modulated patterns can bie almost on
e order of magnitude better than second order grating resolution, and
therefore reaches into the hyperacuity range. In combination with find
ings for motion-defined or stereo-defined patterns it is concluded tha
t the brain mechanisms responsible for the localization of features in
the visual scene have not only access to first order information whic
h is available immediately from the retinal image, but in addition, to
second order information which has to be extracted from the retinal i
ntensity distribution by some sort of nonlinear processing.