摘要:We examined how two distinct stimulus features, orientation and color, interact
as contributions to global stimulus dissimilarity. Five subjects rated dissimilarity
between pairs of bars (N = 30) varying in color (four cardinal hues, plus white) and
orientation (six angles at 30◦ intervals). An exploratory analysis with individual-differences
multidimensional scaling (MDS) resulted in a 5D solution, with two dimensions required
to accommodate the circular sequence of the angular attribute, and red-green, blue-yellow
and achromatic axes for the color attribute. Weights of the orientation subspace relative
to the color subspace varied among the subjects, from a 0.32:0.61 ratio to 0.53:0.44,
emphasis shifting between color and orientation. In addition to Euclidean metric, we
modeled the interaction of color and orientation using Minkowski power metrics across
a range of Minkowski exponents p, including the city-block (p = 1), Euclidean (p = 2) and
Dominance metric (p → ∞) as special cases. For averaged data, p ∼ 1.3 provided the
best fit, i.e., intermediate between separable and integral features. For individual subjects,
however, the metric exponent varied significantly from p = 0.7 to p = 3.1, indicating
a subject-specific rule for combining color and orientation, as in Tversky and Gati’s
variable-weights model. No relationship was apparent between dimensional weights and
individual p exponents. Factors affecting dimensional integrality are discussed, including
possible underlying neural mechanisms where the interaction of the low-level vision
attributes orientation and color might shift between uncorrelated (p = 1) or correlated
(p ≥ 2) forms.