The role of visual similarity in picture categorization

Categorization is usually assumed to require access to a concept's meaning. When pictures are categorized faster than words, they are assumed to be understood faster than words. However, pictures from the same category are more similar than pictures from different categories. The present article argues that the use of visual similarity as a cue to category membership may produce the picture advantage. The visual similarity hypothesis was tested in two experiments. In the first experiment, pictures showed a disadvantage for the visually similar categories of fruits and vegetables, but showed their usual advantage for the visually dissimilar categories of fruits and animals. In the second experiment, with a mixed list design, pictures were slower only for visually similar different decisions, but showed the usual advantage for all other decisions. The reliability of visual similarity as a cue to the decision accounted well for these results. Because visual similarity can be shown to have large effects on picture categorization, the use of categorization to compare speed of understanding of pictures and words is questionable.