Noise removal on radar imagery using local gradient and statistics
Abstract
This report shows that the noise-removal algorithm using local gradient and statistics is most favorable to filter a noisy radar image without contrast loss. This report includes the summary of this algorithm with a suggestion of a practical method of estimating a local noise variance. Various noise-removal algorithms are compared with this algorithm based on a visual examination of their filtering results on a set of radar images. The final results of noise removal of the images are displayed along with the originals in the last section. A set of twenty-eight SAR (Synthetic Aperture Radar) images, of size 512x512 pixels, for experimentation.
- Publication:
-
Final Technical Report
- Pub Date:
- September 1985
- Bibcode:
- 1985mnin.reptR....K
- Keywords:
-
- Algorithms;
- Apertures;
- Gradients;
- Noise Reduction;
- Radar Imagery;
- Visual Observation;
- Image Enhancement;
- Image Processing;
- Synthetic Aperture Radar;
- Communications and Radar