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AI Memos (1959 - 2004): Recent submissions
Now showing items 238-240 of 1217
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View-Based Models of 3D Object Recognition and Class-Specific Invariances
(1994-04-01)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 ... -
On the Relationship Between Generalization Error, Hypothesis Complexity, and Sample Complexity for Radial Basis Functions
(1994-02-01)In this paper, we bound the generalization error of a class of Radial Basis Function networks, for certain well defined function learning tasks, in terms of the number of parameters and number of examples. We show ... -
Object Recognition By Alignment Using Invariant Projections of Planar Surfaces
(1994-02-01)In order to recognize an object in an image, we must determine the best transformation from object model to the image. In this paper, we show that for features from coplanar surfaces which undergo linear transformations ...
