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SciPydata~5 mins

Morphological operations (erosion, dilation) in SciPy - Cheat Sheet & Quick Revision

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beginner
What is erosion in morphological operations?
Erosion shrinks bright regions in an image by removing pixels on object boundaries. It helps remove small noise and detach connected objects.
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beginner
What does dilation do in morphological image processing?
Dilation expands bright regions by adding pixels to object boundaries. It helps fill small holes and connect nearby objects.
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beginner
Which scipy function is used for erosion?
The function scipy.ndimage.binary_erosion is used to perform erosion on binary images.
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beginner
Which scipy function is used for dilation?
The function scipy.ndimage.binary_dilation is used to perform dilation on binary images.
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beginner
How do erosion and dilation affect the size of objects in a binary image?
Erosion makes objects smaller by removing edge pixels, while dilation makes objects bigger by adding pixels to edges.
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What is the main effect of erosion on a binary image?
ABlurs the image
BShrinks bright regions
CChanges colors
DExpands bright regions
Which scipy function performs dilation?
Ascipy.ndimage.binary_dilation
Bscipy.ndimage.binary_erosion
Cscipy.ndimage.gaussian_filter
Dscipy.ndimage.median_filter
What is a common use of dilation in image processing?
AFill small holes
BRemove noise
CReduce image size
DConvert to grayscale
What happens to object size after erosion?
AObjects become larger
BObjects change color
CObjects become smaller
DObjects become blurred
Which operation would you use to separate two connected objects?
ASharpening
BDilation
CBlurring
DErosion
Explain in your own words what erosion and dilation do in image processing.
Think about how these operations change the size of shapes in a black and white image.
You got /3 concepts.
    Describe a real-life example where you might use erosion and dilation on an image.
    Imagine cleaning a photo or preparing it for counting objects.
    You got /3 concepts.