View-Based Models of 3D Object Recognition and Class-Specific Invariance

摘要

This paper describes the main features of a view-based model of objectrecognition. 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. Object recognition, Vision and learning, View-based recognition, Biological vision.