Development of Mathematical Models for Application in Image Processing

Abstract

This is the final report for ARO research grant DAAG29-82-K-0077 for the period of March 1982 to September 1987. Research was conducted on several topics on image processing with special emphasis on mathematical modeling. Research topics include two-dimensional stochastic models for images-, two- dimensional spectral factorization and spectral estimation, Radon transform theory for random fields, image data compression, image analysis and shape inspection based on contour processing using spline functions, pattern inspection based on mathematical morphology, Radon transform based image processing algorithms, VLSI architectures of image processing and computer vision algorithms, and so on. A brief summary of results obtained together with a list of publications and theses is included.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1988
Accession Number
ADA203619

Entities

People

  • Anil K. Jain

Organizations

  • University of California

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Automata Theory
  • Computational Science
  • Computer Vision
  • Computers
  • Data Compression
  • Data Processing
  • Digital Image Processing
  • Digital Images
  • Electrical Engineering
  • Image Processing
  • Mathematical Models
  • Recognition
  • Signal Processing
  • Two Dimensional
  • X-Ray Computed Tomography

Readers

  • Approximation Theory.
  • Image Processing and Computer Vision.
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms