We extended perceptual studies of the Brodatz set of textured materials. In
the experiments, texture perception for different texture sets, viewing di
stances, or lighting intensities was examined. Subjects compared one pair o
f textures at a time. The main task was to rapidly rate all of the texture
pairs on a number scale for their overall dissimilarities first and then fo
r their dissimilarities according to six specified attributes (e.g., textur
e contrast). The implied dimensionality of perceptual texture space was usu
ally at least four, rather than three. All six attributes proved to be usef
ul predictors of overall dissimilarity, especially coarseness and regularit
y. The novel attribute texture lightness, an assessment of mean surface ref
lectance, was important when viewing conditions were wide-ranging. We were
impressed by the general validity of texture judgments across subject, text
ure set, and comfortable viewing distances or lighting intensities. The att
ributes are nonorthogonal directions in four-dimensional perceptual space a
nd are probably not narrow linear axes. In a supplementary experiment, we s
tudied a completely different task: identifying textures from a distance. T
he dimensionality for this more refined task is similar to that for rating
judgments, so our findings may have general application.