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The most important feature is the integration of a tracking/navigational system to guide image acquisition by instruments such as biopsy needle, laser fiber, cryo probe, etc.
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I'd also like the ability to upload a guide image instead.
The authors in [13] and [14] first used some filters to produce a guide image and then applied gradient fidelity term between the guide image and the solution.
Note that the filter kernel W ij is a function of the guide image Z, but is independent of Y.
The guided filter can be distinguished from these in the sense that the filter kernel weights are computed from a (second) guide image which is presumably cleaner.
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Firstly, the original image is separated by a guided image filter into detail layer and the base layer.
First, the guided image filter is utilized to achieve the accurate desired image to decrease the artificial ghosting.
Quite unlike the traditional methods, we use the guided image filter to eliminate most of the noise and weak signal of the scenario.
Thus, this paper proposed an improved neural-network based NUC algorithm by the guided image filter and the projection-based motion detection algorithm.
Today's evolving organizational forms reflect an increased reliance on space as a guiding image for organization design and technology deployment.
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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