Accession Number:

ADA279858

Title:

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

Descriptive Note:

Memorandum rept.

Corporate Author:

MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB

Report Date:

1994-04-01

Pagination or Media Count:

13.0

Abstract:

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. Object recognition, Vision and learning, View-based recognition, Biological vision.

Subject Categories:

  • Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE