Sensor Fusion and Image Interpretation Through Integrated Spatial/Spectral Pattern Recognition

Abstract

Typical multispectral/hyperspectral image (MSI/HSI) data analysis focuses on single pixel-at-a-time analysis and pattern matching to known or trained spectral signatures. Nearest neighbor and object feature classification techniques are not fully exploited through traditional MSI/HSI approaches. Inputs from multiple sensors of varying formats, spectral resolution, and spatial resolution are only beginning to be fused together.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2000
Accession Number
ADA400210

Entities

People

  • Anthony A. Wasilewski
  • Melinda K. Higgins
  • Nick L. Faust
  • Theodore J. Doll

Organizations

  • Georgia Tech Research Corporation

Tags

Communities of Interest

  • Biomedical
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Acquisition
  • Air Force Facilities
  • Algorithms
  • Cognitive Science
  • Composite Materials
  • Computer Vision
  • Data Analysis
  • Detection
  • Detectors
  • Discriminant Analysis
  • Information Processing
  • Information Science
  • Neurosciences
  • Pattern Recognition
  • Recognition
  • Sensor Fusion
  • Target Acquisition

Readers

  • Computer Vision.
  • Systems Analysis and Design

Technology Areas

  • AI & ML