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The discrepancy principle requires that an estimate of the norm of the noise in the contaminated image be available.
Across 11 dates of widely varying quality, BULC tracked the fires, ignored contaminated image information, and mapped fire borders consistently throughout the summer, autumn, and subsequent winter and spring.
We computed the spatial distance between the reconstruction of a contaminated image and the reconstruction of the original image without noise.
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A few studies have been conducted to interpolate those contaminated images by rains or clouds.
Li [10] demonstrated that the SPN extracted from a single image can be contaminated by image scene details and proposed some models to attenuate the strong signal component of noise residue.
Figure 10a,b,c,d shows a breast cyst image with imaging artifacts, a skin lesion image contaminated by texture tissue, a MR heart image with clutter noise and a cell image with multiple objects.
However, the SPN extracted from a single image can be contaminated largely by image content details from scene because, for example, an image edge can be much stronger than SPN and hard to be separated.
"We must ensure that any isolated case doesn't end up contaminating the image of our cinema and put all producers under suspicion, which would be really unfair," he said just before his resignation in July.
The G4's imaging sensor is fitted with an especially thin infrared filter, designed to have minimal impact on light gathering capabilities while preventing the sensor from contaminating the image with wavelengths invisible to the human eye.
Because of the issues of artifacts contaminating the image when using collimated illumination, for the purposes of this paper we attempted to utilize an illumination source that roughly matched the 5 degree divergence simulated in Figure 13.
Measurements of removed noise, edge preservation and undesirable introduced artifacts, additionally to visual inspection, show that the proposed method has a better performance than the state-of-the-art image denoising algorithms for images contaminated with CCD camera noise.
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