Optimization Techniques for Feature Extraction in Automatic Pattern Recognition

Abstract

Contents: Statistical Feature Extraction; Adaptive Estimator of Probability Density Functions; Computationally Efficient Estimators of Bayes Risk; Structure Preserving Dimensionality Reduction; Oil Spill Identification; Digital Image Processing. Keywords: Psychovisual modeling, Image restoration, Adaptive kalman filtering, Variable length Chain coding, Contours, Signal processing.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 31, 1979
Accession Number
ADA214592

Entities

People

  • Rui J. De Figueiredo

Organizations

  • Rice University

Tags

Communities of Interest

  • Air Platforms
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Automatic
  • Computations
  • Digital Image Processing
  • Digital Images
  • Dimensionality Reduction
  • Estimators
  • Feature Extraction
  • Identification
  • Image Processing
  • Image Restoration
  • Information Science
  • Optimal Estimators
  • Pattern Recognition
  • Probability Density Functions
  • Recognition
  • Signal Processing

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Computer Vision.
  • Statistical inference.

Technology Areas

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