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First, PLSA is applied to the target images as to obtain an image instance-to-feature co-occurrence matrix.
Figure 4 Typical image instances.
The co-occurrence matrix contains text instances with the corresponding image instances that are found in that particular text document.
The sixth and seventh constraints require that the numbers of "button", "text", and "image" instances are the same.
Let us assume m is the number of different subjects and n is the 3D facial image instances of each subject.
It specifies for each "button" type instance that its selection must result in stopping all instances of the "text" and "image" types, and afterwards in starting the presentation of the "text" and "image" instances correlated with the "button" instance.
Object categorization has been a challenging computational problem because it has not been clear how to handle the enormous range of image instances for a category (or, equivalently, class).
They offer only royalty free images (Getty Images, for instance, offers a mix of royalty free and rights managed images).
In the case of a completely profile image, for instance, we associate two frontal patches to each profile patch by imposing symmetry on the frontal view.
Mrs. Madoff's opportunities to redeem her image — for instance, through charity — appear limited.
If you touch a character's image, for instance, it acts out a fragment of the plot.
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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