Accession Number:

ADA200291

Title:

Improving Classification Accuracy of Radar Images Using a Multiple-Stage Classifier

Descriptive Note:

Research note Jun-Dec 1984

Corporate Author:

ARMY ENGINEER TOPOGRAPHIC LABS FORT BELVOIR VA

Personal Author(s):

Report Date:

1988-09-01

Pagination or Media Count:

21.0

Abstract:

A simple method was introduced to classify radar image samples repeatedly for achieving a higher accuracy than by using a single-stage classifier. A Sobel edge operator was applied between the stages of classification to enhance the difference in texture between categories of radar image samples, thus reducing the overlap of image categories. Keywords Radar image feature extraction Texture Histogram Classification Pattern recognition and Edge operators.

Subject Categories:

  • Active and Passive Radar Detection and Equipment

Distribution Statement:

APPROVED FOR PUBLIC RELEASE