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i am learning this paper in which page11 says

Last, as classifying each pixel in a sliding window fashion results in orders of magnitude of redundant calculation, fCNNs, as used in Wolterink et al. (2016), are important aspect of an object detection pipeline as well.

does "in a sliding window fashion" mean "using a sliding window method"?

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does "in a sliding window fashion" mean "using a sliding window method"?

Pretty much yes.

From my understanding, "in a XYZ fashion" means "in a way (very) similar with XYZ", not necessarily "just like XYZ".

If XYZ method is directly applicable, then apply XYZ. If it is not directly applicable, then adjust XYZ in some way, to make it applicable.


Example:

Method XYZ = cut a loaf of bread in 3 pieces

Applied to a group of people: instead of cutting each person in pieces, group the people in 3 smaller groups.

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