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Measuring a Prosopagnosic Patients Recognition Sensitivity and Bias for Faces And Objects Using ROC Curves

 Michael J. Tarr, Isabel Gauthier and Marlene Behrmann
  
 

Abstract:
There is anecdotal evidence that prosopagnosic patients may have different biases when recognizing faces as compared to common objects. Patients often report that although they are impaired at face recognition, their non-face recognition abilities have been spared -- a belief that may be tied to the fact that common objects are typically recognized at the basic level, but faces are recognized at the relatively more difficult individual level. Some patients also respond much faster when recognizing faces as compared to common objects. In earlier research we found that prosopagnosic patients exhibited similar recognition abilities for faces and objects when the level of categorization was equated and a bias-free dependent measure (A') was used. Here we systematically investigated the sensitivity and bias patterns for one prosopagnosic patient (SM) using both faces and non-face objects across different discrimination levels (easy / difficult) and recognition tasks (simultaneous matching / sequential matching). ROC curves, measuring sensitivity across different levels of bias, were derived by having SM provide a confidence rating along with his response on each trial. Two results stand out. First, SM was poorer at face recognition than either Greeble or common object recognition. Second, in comparison to age-matched controls, SM was far worse at recognizing all object classes, including faces. Overall, we conclude that when more stringent dependent measures are adopted in studying prosopagnosic patients, category-specific impairments are less evident.

 
 


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