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Classify the Mounts (classify_mounts)
Aim
Devise an algorithm that finds damaged mounts by analyzing the areas of blobs.
Input
A single image with a set of mounts in it.
The input image is stored in
classify_mountsdirectory.
Output
A set of regions which contains only damaged mounts.
Hints
To solve this issue the Blob Analysis technique could be used. This exercise shows one of the typical computer vision problems. In order to extract the blobs from the background the ThresholdToRegion filter should be applied.
To extract a single region for each object use SplitRegionIntoBlobs filter. To get only the damaged blobs, consider using ClassifyRegions filter.
CreateHistogram filter may be helpful in finding the invalid object area.
Solution (FIS)
►Click here to show the solution.
Further Readings
- Blob Analysis - Article presents detailed information about the Blob Analysis technique.
