Feature Analysis and Reduction of Laws Texture Measure.

Abstract

The Laws Texture Measure was tested in an autoevaluation experiment and compared to some of the texture measures previously studied. In addition, four methods of component reduction were evaluated. Laws Texture was found to be the most effective measure for identifying a Buildings/Roads class; however, it was less effective on other classes. A technique that transforms the original components into principal components and then arranges the transformed components in an order that maximizes the divergence was selected as the most effective component reduction method. (Author)

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1983
Accession Number
ADA138366

Entities

People

  • J. A. Shine
  • R. S. Rand

Organizations

  • Geospatial Research Laboratory

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Computations
  • Computer Science
  • Computer Vision
  • Data Science
  • Data Sets
  • Databases
  • Image Processing
  • Image Segmentation
  • Images
  • Information Science
  • Machine Learning
  • Order Statistics
  • Pattern Recognition
  • Pulsed Power
  • Statistics

Readers

  • Computer Vision.
  • Control Systems Engineering.