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We elaborately design a novel fuzzy membership function to represent the distribution of image samples.
In order to capture the complex distribution of image data, we propose a Nearest Spanning Chain (NSC) method to construct the image-based graph, whose edge-weights are derived from the chain-wise statistical information instead of the traditional pairwise similarities.
The reason is that whitening transformation changes the distribution of image patches and learned features.
On the other hand, whitening transformation can just change the distribution of image features.
Coincidentally, whitening transformation can affect the distribution of image features by making image patches less correlated with each other.
So considering the effect of whitening and other factors on the distribution of image features, we can determine an appropriate pooling approach on a theoretical basis.
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On the other hand single melanosomes can be considered spherical in our imaging conditions as assessed by analyzing the intensity distribution of images of the organelles.
The distribution of images has changed.
Some of the company's premium offerings include the distribution of images from the Time Life and National Geographic collections.
And it is commendable that they execute their role in the prevention of the distribution of images containing violence and child abuse seriously.
Among them was an email sent by a senior director at the bank alleging that one of its clients profited from the distribution of images of child sexual abuse.
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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