image processing Flashcards
preprocessing
steps and techniques applied to raw data before it undergoes further analysis or enters a specific system or algorithm
purpose: extracting reasonable context
morphology
a branch of image processing which is particularly useful in analyzing shapes
erosion
results in objects becoming smaller, small object disappearing, and larger objects splitting into smaller objects
dilation
results in an object becoming bigger, small holes being filled and object being merged
opening
erosion + dilation
removes small holes and joins narrow isthmus between objects; the object is more compact
closing
dilation + erosion
removes small, isolated noisy objects while the main object preserves its original size; it can be used to retain object of a certain shape
connectivity
decides which pixels are neighbours
labeling
extracting connected components
BLOB
group of connected pixels in a binary image
neighbourhood proccessing
point processing
mean filter
calculates the average of the colours of the neighbours including the pixel itself