To gain insight into how vision guides eye movements, monkeys were trained
to make a single saccade to a specified target stimulus during feature and
conjunction search with stimuli discriminated by color and shape. Monkeys p
erformed both tasks at levels well above chance. The latencies of saccades
to the target in conjunction search exhibited shallow positive slopes as a
function of set size, comparable to slopes of reaction time of humans durin
g target present/absent judgments, but significantly different than the slo
pes in feature search. Properties of the selection process were revealed by
the occasional saccades to distracters. During feature search, errant sacc
ades were directed more often to a distracter near the target than to a dis
tracter at any other location. In contrast, during conjunction search, sacc
ades to distracters were guided more by similarity than proximity to the ta
rget; monkeys were significantly more likely to shift gaze to a distracter
that had one of the target features than to a distracter that had none. Ove
rall, color and shape information were used to similar degrees in the searc
h for the conjunction target. However, in single sessions we observed an in
creased tendency of saccades to a distracter that had been the target in th
e previous experimental session. The establishment of this tendency across
sessions at least a day apart and its persistence throughout a session dist
inguish this phenomenon from the short-term (<10 trials) perceptual priming
observed in this and earlier studies using feature visual search. Our find
ings support the hypothesis that the target in at least some conjunction vi
sual searches can be detected efficiently based on visual similarity, most
likely through parallel processing of the individual features that define t
he stimuli. These observations guide the interpretation of neurophysiologic
al data and constrain the development of computational models.