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Table 2 Feature domains and types

From: Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features

Feature domain

Feature type

Feature number

Differentiable features

Z-profile of Frangi filters

4

Z-profile of matched filters

4

Gaussian-filter-smoothed

Z-profile of the gradient magnitude

4

Vessel confidence measure

1

Spatial features

Z-profile of granular decomposition

4

Gabor features

Z-profile of Gabor features

4

Deep-learning features

Activation maps of the

final decoder layer

16