View-Based Models of 3D Object Recognition and Class-Specific Invariances
Author(s)Logothetis, Nikos K.; Vetter, Thomas; Hurlbert, Anya; Poggio, Tomaso
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This paper describes the main features of a view-based model of object recognition. The model tries to capture general properties to be expected in a biological architecture for object recognition. The basic module is a regularization network in which each of the hidden units is broadly tuned to a specific view of the object to be recognized.