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

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.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1994
Accession Number
ADA279858

Entities

People

  • Anya Hurlbert
  • Nikos K. Logothetis
  • Thomas Vetter
  • Tomaso Poggio

Organizations

  • Massachusetts Institute of Technology

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Abstracts
  • Artificial Intelligence
  • Artificial Intelligence Software
  • Brain
  • Cognitive Science
  • Computer Vision
  • Computing System Architectures
  • Databases
  • Geometry
  • Identification
  • Low Resolution
  • Object Recognition
  • Recognition
  • Supervised Machine Learning
  • Three Dimensional
  • Two Dimensional

Fields of Study

  • Computer science

Readers

  • Computer Vision.
  • Neural Network Machine Learning.