Shape Approximation Using Quadtrees

Abstract

The quadtree representation encodes a 2(n) by 2(n) binary images as a set of maximal blocks of 1's or 0's whose sizes and positions are powers of 2. With the aid of the quadtree, a hierarchy of approximations to the image can be defined. Several ways of doing this are described. The accuracy of these approximations is empirically evaluated by studying how fast estimates of the first few moments of the image, computed from the approximations, converge to the true values. Approaches to the problem of fast shape matching using these approximations are also discussed.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1979
Accession Number
ADA086102

Entities

People

  • Azriel Rosenfeld
  • Hanan Samet
  • Sanjay Ranade

Organizations

  • University of Maryland

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Accuracy
  • Aircrafts
  • Airplanes
  • Artificial Intelligence
  • Computer Graphics
  • Computer Science
  • Computer Vision
  • Computers
  • Errors
  • Graphics
  • Identification
  • Image Processing
  • Low Resolution
  • Maryland
  • Recognition
  • Universities

Fields of Study

  • Computer science

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Computer Vision.