A Study of Texture Analysis Algorithms.

Abstract

This research has focused upon developing improved texture analysis algorithms. Work performed has shown that the Spatial Gray Level Dependence (SGLDM) texture analysis algorithm is a superior algorithm. Tiling theory has been utilized to extend texture concepts and to develop a structural analysis (SSA) system for texture patterns. The commonly used measures have shown to be inadequate. A mathematical theory has been developed within which to generate new texture measures related to perceptual features. An image segmentation procedure is being investigated which incorporates the authors' theory on texture analysis. Complex natural scenes have been analyzed and substantiate the theory developed.

Document Details

Document Type
Technical Report
Publication Date
May 28, 1982
Accession Number
ADA121465

Entities

People

  • Charles A. Harlow
  • Richard W. Conners

Organizations

  • Louisiana State University

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Computer Vision
  • Image Segmentation
  • Structural Analysis

Readers

  • Image Processing and Computer Vision.
  • Theoretical Analysis.
  • Vision Science/Vision Psychology/Cognitive Neuroscience.