Colour in Context
Research group Computer Vision Center |
In a previous work (Otazu et al., 2008) we showed how several
brightness induction effects can be predicted using a simple
multiresolution wavelet model (BIWaM). Here we present a new model for
chromatic induction processes (termed Chromatic Induction Wavelet Model
or CIWaM), which is also implemented on a multiresolution framework and
based on similar assumptions related to the spatial frequency and the
contrast surround energy of the stimulus. The CIWaM can be interpreted
as a very simple extension of the BIWaM to the chromatic channels,
which in our case are defined in the MacLeod-Boynton (lsY) color space.
This new model allows us to unify both chromatic assimilation and
chromatic contrast effects in a single mathematical formulation. The
predictions of the CIWaM were tested by means of several color and
brightness induction experiments, which showed the existence of an
acceptable agreement between model predictions and psychophysical data.
Original
image |
CIWaM image |