General Flashcards
The pipelines main steps
Five:
Image acquisition
Preprocessing
Segmentation
Representation
Classification
Image acquisition
Acquiring good quality images, depending on the following analysis.
Preprocessing
Eliminating noise and enhancing edges.
Segmentation
To distinguish objects in an image. From background or from each other.
Semantic segmentation
Distinguishing objects from background. Grey level thresholding, Otsu’s method.
Instance segmentation
Distinguishing objects from each other. Connected component labeling, watershed, seeded watershed.
Representation
Extraction of some features for objects.
Classification
Obtained features are used to classify objects.
Colour spaces
CMY
RGB
HSL
CIE