A Self-Organizing Multiple-View Representation of 3D Objects

We explore representation of 3D objects in which several distinct 2D views are stored for each object. We demonstrate the ability of a two-layer network of thresholded summation units to support such representations. Using unsupervised Hebbian relaxation, we trained the network to recognise ten obje...

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Bibliographic Details
Main Authors: Edelman, Shimon, Weinshall, Daphna
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/6514