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The study of perceptual expertise addresses the acquisition of perceptual skills that generalize across objects in a domain, such as the ability to recognize birds, to match handwriting samples, or to interpret x-rays or weather maps. Although perceptual expertise in many domains is rare (e.g., few people can match fingerprints), most people acquire some kind of expertise, such as the ability to recognize characters of a writing system or to learn new faces. The majority of studies on perceptual expertise have been done in visual domains, although perceptual expertise can be acquired in other modalities, as found in the work of a som-melier or a music critique. Topics discussed in this entry include: different kinds of perceptual expertise, the study of facelike expertise, facelike expertise with nonface objects, and questions for future perceptual expertise research.

The skills studied in perceptual expertise studies can be distinguished from those typically investigated in research on perceptual learning, which reflects improvements that are highly specific to the trained stimulus and the conditions of training. For example, improvements in detecting low-contrast vertical bars in the right visual field may not transfer to performance with horizontal bars in the same location or to vertical bars in the left visual field. In contrast, a bird expert may learn new species of birds on a trip abroad more efficiently than a novice would. However, the mechanisms underlying perceptual learning may be the same as those involved in perceptual expertise. For instance, perceptual learning could reflect early stages of perceptual expertise, but this is still unknown.

The processes studied under the rubric of perceptual expertise also differ from those that underlie expertise of a more abstract nature, although real-world experts likely generally acquire both perceptual and more semantic knowledge about objects. For instance, a car expert may learn to distinguish cars from photographs, but also learn about the history of the car designs. In contrast to knowledge that can be verbalized, perceptual expertise is not accessible explicitly for the expert to report. A doctor may be able to discuss with colleagues the rules by which she makes a given diagnosis, but her ability to discriminate different kinds of rashes effortlessly is not something that she can explain. Indeed, there is some evidence from studies of face expertise that verbalizing can impair expert performance by leading them to use nonoptimal strategies.

Different Kinds of Perceptual Expertise

It is currently unclear how many different kinds of perceptual expertise there are or exactly how they should be classified, but within the same modality (e.g., visual object recognition) we can acquire expertise in very different ways. A brain surgeon may represent the cortex differently than a neuroscientist who compares brain anatomy across species.

The specific task that the expert has learned to solve determines to a large extent the nature of the strategies that are recruited. For instance, face recognition requires the expert to pay attention to subtle differences between shape parts but also the distances between these parts, because all faces share similar parts in the same general configuration (two eyes above a nose and a mouth). This means that representations and mechanisms that are sufficient for everyday object recognition (e.g., recognizing a chair or a car, which can be done by detecting the presence of certain parts in a given configuration) are unlikely to be efficient for individuating faces. Reading, in contrast, requires one to ignore large differences in the shape, size, and color of letters so they can be recognized and combined to form words. Therefore, to understand expertise, we must understand the task that the expert has learned to solve.

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