Visual attention allows an observer to select certain visual information fo
r specialized processing. Selection is readily apparent in 'tracking' tasks
where even with the eyes fixed, observers can track a target as it moves a
mong identical distractor items(1). In such a case, a target is distinguish
ed by its spatial trajectory. Here we show that one can keep track of a sta
tionary item solely on the basis of its changing appearance-specified by it
s trajectory along colour, orientation, and spatial frequency dimensions-ev
en when a distractor shares the same spatial location. This ability to trac
k through feature space bears directly on competing theories of attention,
that is, on whether attention can select locations in space(2-4), features
such as colour or shape(5-7), or particular visual objects composed of cons
tellations of visual features. Our results affirm, consistent with a growin
g body of psychophysical(8-13) and neurophysiological(14-16) evidence, that
attention can indeed select specific visual objects. Furthermore, feature-
space tracking extends the definition of visual object(17) to include not o
nly items with well defined spatio-temporal trajectories(18), but also thos
e with well defined featuro-temporal trajectories.