Proceedings

A Parallel Computation that Assigns Canonical Object-Based Frames of Reference

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Proceedings of the Seventh International Joint Conference on Artificial Intelligence. Vision: 3-d. Pages 683-684.

Abstract

A. vievpoint-independent description of the shape of en object can be generated by imposing a canonical frame of reference on the object and describing the spatial dispositions of the parte relative to this object-based frame. When a familiar object is in an unusual orientation, the deciding factor in the choice of the canonical object-based frame 11ay be the fact that relative to this frame the object has a familiar shape description. This may suggest that we first hypothesise an object-based frame and then test the resultant shape description for familiarity. However, it is possible to organise the interactions between units in a parallel network so that the pattern of activity in the network simultaneously converges on a representation of the shape and a representation of the objectbased frame of reference. The connections in the network are determined by the constraints inherent in the image formation process.

Geoffrey E. Hinton. 1981. A Parallel Computation that Assigns Canonical Object-Based Frames of Reference. In Proceedings of the Seventh International Joint Conference on Artificial Intelligence, IJCAI-81. IJCAI, 683–684. https://ijcai.org/proceedings/1981/129
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