Question

Choose the INCORRECT statement about image segmentation in digital image processing.

• A. Segmentation divides an image into different regions.
• B. Image segmentation does not help in image classification.
• C. Segmentation helps to identify objects or boundaries.
• D. Segmentation is a process of partitioning an image into multiple sets of similar pixels.

Hint:

Image segmentation plays a key role in dividing images into meaningful regions that are useful for further classification or analysis.

Answer 1

The Correct Option is B

Image segmentation is an important step in image processing that helps in dividing an image into different regions based on similarity in pixel values. It is a crucial step in identifying objects and boundaries within an image, which makes it highly useful for image classification.
Step 1: Understanding Image Segmentation
- Option (A) is correct because segmentation indeed divides an image into different regions based on pixel similarity.
- Option (B) is incorrect because image segmentation actually aids in image classification by separating objects and regions of interest.
- Option (C) is correct as segmentation helps in identifying objects or boundaries by isolating distinct areas of the image.
- Option (D) is correct because segmentation involves partitioning an image into multiple sets of similar pixels based on some criteria (e.g., color, intensity). Step 2: Conclusion
The incorrect statement is (B), as segmentation is essential for image classification.