Visual objects are perceived correctly only if their features are iden
tified and then bound together. Illusory conjunctions result when feat
ure identification is correct but an error occurs during feature bindi
ng. A new model is proposed that assumes feature binding errors occur
because of uncertainty about the location of visual features. This mod
el accounted for data from 2 new experiments better than a model deriv
ed from A. M. Treisman and H. Schmidt's (1982) feature integration the
ory. The traditional method for detecting the occurrence of true illus
ory conjunctions is shown to be fundamentally flawed. A reexamination
of 2 previous studies provided new insights into the role of attention
and location information in object perception and a reinterpretation
of the deficits in patients who exhibit attentional disorders.