Adaptive box filters for removal of random noise from digital images
We have developed adaptive box-filtering algorithms to (1) remove random bit errors (pixel values with no relation to the image scene) and (2) smooth noisy data (pixels related to the image scene but with an additive or multiplicative component of noise). For both procedures, we use the standard deviation (??) of those pixels within a local box surrounding each pixel, hence they are adaptive filters. This technique effectively reduces speckle in radar images without eliminating fine details. -from Authors
Citation Information
Publication Year | 1990 |
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Title | Adaptive box filters for removal of random noise from digital images |
Authors | E. M. Eliason, A. S. McEwen |
Publication Type | Article |
Publication Subtype | Journal Article |
Series Title | Photogrammetric Engineering and Remote Sensing |
Index ID | 70016380 |
Record Source | USGS Publications Warehouse |