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The exchange of information between human and machine has been a bottleneck in interactive visual classification. The visible model of an object to be recognized is an abstraction of the object superimposed on its picture. It is constructed by the machine but it can be modified by the operator. The model guides the extraction of features from the picture. The classes are rank ordered according to...
The distinctive aspect of the CAVIAR technology is a visible, parameterized geometrical model that serves as the human-computer communication channel. Evaluation of CAVIAR flower and face recognition systems shows that their accuracy is much higher than that of the machine alone; their recognition time is much lower than that of the human alone; they can be initialized with a single reference sample...
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