Statistical Smoothing Methods and Image Analysis

Abstract

This document covers a number of different areas. The methodology of density estimation has been considered with particular reference to the smoothed bootstrap. A new method of fitting parsimonious additive models has been devised. The topic of statistical integral equations has been investigated in detail and algorithms for two main cases of particular interest have been developed and investigated. Applications to image analysis have been considered. Contributions to the theory of estimation from indirect information have been made. There has been careful consideration of the appropriate way to penalise an edge process model in an image reconstruction. The methodology of nonparametric discriminant analysis, with particular reference to the CART approach, has been the subject of considerable attention. The ICM method of image reconstruction has been studied. A new method of image refinement has been developed.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1988
Accession Number
ADA205643

Entities

People

  • B.w. Silverman
  • C. Jennison

Organizations

  • University of Bath

Tags

Communities of Interest

  • Air Platforms
  • Biomedical
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Bayesian Networks
  • Computational Science
  • Data Science
  • Detectors
  • Discriminant Analysis
  • Image Processing
  • Image Reconstruction
  • Information Processing
  • Information Science
  • Information Theory
  • Integral Equations
  • Statistical Algorithms
  • Statistical Analysis
  • Three Dimensional
  • Two Dimensional
  • X-Ray Computed Tomography

Readers

  • Approximation Theory.
  • Regression Analysis.
  • Theoretical Analysis.