Effects of the similarity between target and distractors in a visual s
earch task were investigated in several experiments. Both familiar (nu
merals and letters) and unfamiliar (connected figures in a 5 x 5 matri
x) stimuli were used. The observer had to report on the presence or ab
sence of a target among a variable number of homogeneous distractors a
s fast and as accurately as possible. It was found that physical diffe
rence had the same clear effect on processing time for familiar and fo
r unfamiliar stimuli: processing time decreased monotonically with inc
reasing physical difference. Distractors unrelated to the target and t
hose related to the target by a simple transformation (180-degrees rot
ation, horizontal or vertical reflection) were also compared, while th
e physical difference was kept constant. For familiar stimuli, transfo
rmational relatedness increased processing time in comparison with tha
t for unrelated stimulus pairs. It was further shown in a scaling expe
riment that this effect could be accounted for by the amount of percei
ved similarity of the target-distractor pairs. For unfamiliar stimuli,
transformational relatedness did have a smaller and less pronounced e
ffect. Various comparable unrelated distractors resulted in a full ran
ge of processing times. Results from a similarity scaling experiment c
orrelated well with the outcome of the experiments with unfamiliar sti
muli. These results are interpreted in terms of an underlying continuu
m of perceived similarity as the basis of the speed of visual search,
rather than a dichotomy of parallel versus serial processing.