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It is clearly to see that the feature maps in facial recognition have much more missing pixels than the ones in the emotion recognition.
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Furthermore, after the inpainting, the reconstructed pixels have the values less than one, i.e., the reconstructed pixels have higher reliability than that of the missing pixels but lower reliability than that of the original pixels.
L.C.D. monitor manufacturers generally consider one or even a few missing pixels to be acceptable, so the defect may not be covered by the warranty.
Bottom row: feature maps with missing pixels.
In this case, the missing pixels are interpolated by the weighted average of neighboring pixels.
Fig. 5 The pixel grid with question marks denote missing pixels not properly determined by the Shift-Add fusion technique.
The technology compares every frame in a video to find and replace missing pixels.
A little lion statue, however, looked great except for some missing pixels around the head.
Demosaicing algorithms interpolate missing pixels in a raw image taken from one Charged Coupled Device (CCD) array, upsampling the number of the pixels present in the image.
The question marks denote missing pixels that were not recovered using the Shift-Add fusion technique.
According to the determined edge direction, the missing pixels are interpolated with weighting functions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com