THE TESTPATTERN IMAGE
The TESTPATTERN IMAGE contains all geometric primitives images in
different application fields could have in principle, and which can be of
interest to describe the image structure. The advantage of demonstrating FEX
with the testpattern image is, that the simplicity and also the
noise-free character allow a visual interpretation of the
intermediate results of FEX.
The image sequence for the TESTPATTERN image below is as follows:
The different colors in the different images are used as follows:
- Homogeneity:
- bright color corresponds to high
gradients, thus to inhomogeneous regions (line and point areas)
- dark colors corresponds to low gradients, thus to homogeneous
regions (blobs)
- Shape:
- bright color corresponds
to high curvature in the non-homogeneous areas, thus to point areas
- grey colors corresponds to low curvature of the non-homogeneous
areas, thus to line areas
- black color: We omit the estimation of
the curvature in homogeneous areas because the gradient directions are
uncertain, unstable or undefined here due to the small values of the
gradients (equals zero in noise-free images).
- Ternary Image: the colors indicate the different areas of interest
- yellow: the point areas
- pink: the line areas
- blue: the blob areas
- Feature (TYPE)Image: the colors represent the different feature types
- cyan: junctions
- yellow: dots
- red: uncertain point type
- cyan: step edges
- white: bar edges
- cyan: uncertain edge type
- blue: blobs
- Feature Image: Here the colors correspond to feature labels. As the number of different
colors in this visualization is restricted to app. 10, different
features label
may have the same color. A graph coloring procedure is applied to avoid that neighbored
features are colored with the same color.
- ExoRegions Image: The colored regions represent the feature regions, i.e. the surrounding area of each feature enclosed by the exoskeleton lines
Here the colors are identical to the colors in the FEATURE image before.
- EXO Image
- white: point regions
- dark grey: line regions
- light grey: blob regions
- black: the exoskeleton line
- FAG Image:
- yellow line: a neighborhood relation
- pink point: a representative or indication point of a feature
- blue: the features
Results of FEX for the TESTPATTERN IMAGE: