Multi-Scale Discriminant Analysis and Recognition of Signals and Images.

Abstract

This dissertation explores multiscale discriminant basis selection, as well as the improvement of classification reliability through context-dependent integration of soft decisions. These methods are applied to texture and radar signature classification, document image segmentation, and human face recognition.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1996
Accession Number
ADA319296

Entities

People

  • Kamran Etemad

Organizations

  • University of Maryland

Tags

Communities of Interest

  • C4I
  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Computer Programming
  • Computer Vision
  • Data Analysis
  • Databases
  • Dimensionality Reduction
  • Feature Extraction
  • Identification
  • Image Processing
  • Image Segmentation
  • Information Science
  • Machine Learning
  • Neural Networks
  • Pattern Recognition
  • Radar Signatures
  • Recognition
  • Target Recognition
  • Two Dimensional

Readers

  • Computer Vision.

Technology Areas

  • AI & ML