In which field is clustering used for image segmentation?

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Question: In which field is clustering used for image segmentation?

Options:

Correct Answer: Computer Vision

Solution:

Clustering is widely used in computer vision for image segmentation, helping to identify and separate different objects within an image.

In which field is clustering used for image segmentation?

In which field is clustering used for image segmentation?

Step 1: Understand what clustering means. Clustering is a method of grouping similar items together.
Step 2: Learn about image segmentation. Image segmentation is the process of dividing an image into different parts or segments.
Step 3: Know that computer vision is a field that helps computers understand images and videos.
Step 4: Realize that clustering can be used in computer vision to group similar pixels in an image.
Step 5: Understand that by grouping similar pixels, clustering helps to identify and separate different objects in the image.

Clustering – A method of grouping data points based on similarity, often used in image processing to segment images into distinct regions.
Image Segmentation – The process of partitioning an image into multiple segments to simplify its representation and make it more meaningful for analysis.
Computer Vision – A field of artificial intelligence that enables computers to interpret and process visual information from the world.