SciPy - Image Processing (scipy.ndimage)
What is the main purpose of connected component labeling in image processing?
What is the main purpose of connected component labeling in image processing?
easy📝 Conceptual Q11 of 15
Step-by-Step Solution
Solution:
Step 1: Understand connected component labeling
It finds groups of connected pixels in binary images and assigns unique labels to each group.Step 2: Compare with other image tasks
Other options like grayscale conversion, contrast enhancement, and compression do not involve labeling connected pixels.Final Answer:
To identify and label groups of connected pixels in binary images -> Option CQuick Check:
Connected component labeling = identify connected pixel groups [OK]
Quick Trick: Remember: labeling means assigning unique IDs to connected pixels [OK]
Common Mistakes:
- Confusing labeling with color conversion
- Thinking it compresses images
- Mixing it up with image enhancement
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