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Finally, it is common to adapt the smoothness term at the pixel level by defining a weight based on edge intensity, effectively reducing the importance of the smoothness constraint in areas of possible motion discontinuities.
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Standard segmentation methods based on edge detection [ 18] and intensity thresholding [ 19] performed poorly in recognizing spots in our images, since some spots have very weak edges and/or intensities and therefore fall below the detection threshold.
In Costantino's work on detecting filopodia on neural growth cones [ 10] they found that segmentation based on edge detection was superior to intensity based thresholding although both are options in their software.
The image-dependent forces are a balloon force image, calculated from image intensities and an edge force image, based on edge detection.
However, the contribution vector is based on edge features vector.
Herein, we only consider transitive reduction based on edge removals.
The metrics are based on edge-width analyses.
First, this algorithm constructs the approximate function and determines the optimal point of edge detection, based on image intensity and inflexions.
That is,, where denote respective features based on color, edge response, phase angle, edge length, and edge response at edge points.
Region growing is a technique for extracting a region from an image that contains pixels connected by some predefined criteria, based on intensity information and/or edges in the image.
E DGEB ETWEENNESS-BNM (E DGEB ETWEENNESS for biological network motif) algorithm removes edges based on its edge betweenness score.
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