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The local feature contrast of multiscale products cannot only effectively represent the salient features and sharp boundaries of image, but also effectively avoid the noise influence.
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His colleague Sebastian Junger traces Hetherington's work across the world's battlefields to reveal how he transcended the boundaries of image-making to become a luminary in his profession.
Thus, the reduced quality at the boundaries of images denoised with BM3D is usually not substantial in practice.
The outer boundaries of images were padded with black pixels, so that all resized images consisted of identical pixel dimensions (3171×3012 pixels) (Matlab, The MathWorks).
In Figure 1, the horizontal axis means frequency of image with f = 1 expressing the boundary of image.
Cells that were only partly imaged (cells at the boundaries of the image) were excluded from the analysis.
The pinned field [19 22] reflects the texture information of the cover image by evaluating the average pixel values at block boundaries of the image and is used as the feature of the cover image to enhance the watermark robustness.
Pixel based rules operates on individual pixels in the image but ignores some important details such as edges, boundaries of the image.
In practice, the areas near the boundaries of an image are less important for human observers than the rest areas within the image [43].
The boundary conditions used with conmeth=slide renormalize the kernel whenever it extends beyond the boundaries of the image.
Cells that were attached to any of the four boundaries of the image were also eliminated, because only a fraction of these cells were visible in the photographs, and it was not possible to assess their true shape or deformation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com