Predicting the probability of facial identification using a specific object model |
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Authors: | Vollmerhausen Richard H Moyer Steve Krapels Keith Driggers Ronald G Hixson Jonathan G Robinson Aaron L |
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Affiliation: | 760 Jacktown Road, Lexington, Virginia 24450, USA. |
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Abstract: | Many security and surveillance tasks involve either finding an object in a cluttered scene or discriminating between like objects. For example, an observer might look for a person of known height and weight in a crowd, or he might want to positively identify a specific face. The paper "Modeling target acquisition tasks associated with security and surveillance" [Appl. Opt. 46, 4209 (2007)] describes a specific-object model used to predict the probability of accomplishing this type of task. We describe four facial identification experiments and apply the specific-object model to predict the results. Facial identification is accurately predicted by the specific-object model. |
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