Statistical Properties of Thresholded Images

Abstract

The threshold operator is an important operator in image analysis tasks such as segmentation and edge detection. A statistical analysis of the response of this operator is presented in this paper. The input grayscale image is modelled as a two-dimensional homogeneous random process completely characterized by its mean and power spectrum.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 1977
Accession Number
ADA045336

Entities

People

  • Durga P. Panda

Organizations

  • University of Maryland

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Applied Computer Science
  • Change Detection
  • Computer Science
  • Computer Vision
  • Coordinate Systems
  • Cross Correlation
  • Data Science
  • Detection
  • Image Processing
  • Images
  • Information Processing
  • Information Science
  • Power Spectra
  • Spectra
  • Statistical Analysis
  • Statistics
  • Two Dimensional

Fields of Study

  • Physics

Readers

  • Computational Modeling and Simulation
  • Computer Vision.