An Investigation into an A Posteriori Method of Image Restoration

Abstract

Two algorithms are developed which address the problem of estimating the magnitude and phase of the optical transfer function associated with a blurred image. The primary focus of the research is on the estimate of the phase of the optical transfer function. With the sharpening of one approximation, the method affords a reasonable estimate of the phase of the optical transfer function. Once an estimate of the optical transfer function has been made, the corresponding blurred image is Wiener filtered to estimate the original unblurred image. Results are demonstrated on computer simulated blurs and also on real world blurred imagery. Included is a mathematical bound on the phase of the optical transfer function.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1978
Accession Number
ADA054909

Entities

People

  • John Baird Morton

Organizations

  • University of Southern California

Tags

Communities of Interest

  • Air Platforms
  • Energy and Power Technologies
  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Complex Numbers
  • Complex Variables
  • Computational Science
  • Convolution Integrals
  • Distortion
  • Frequency Domain
  • Image Processing
  • Image Restoration
  • Literature Surveys
  • Mathematical Models
  • Numbers
  • Phase Distortion
  • Power Spectra
  • Probability
  • Probability Density Functions
  • Transfer Functions

Readers

  • Approximation Theory.
  • Computer Vision.