Abstract:
In the earlier days there were no techniques in identifying the defects during the manufacturing phase of the machines nor there were techniques in identifying the objects from the Satellite Images. As a result there were difficulties in identifying the reasons for the failures of those machines. Since the human eye cannot identify or modify the smallest components of the images, digital image processing has been a major study. This technique provided solutions for many of them.
Differentiating two images which looked homogeneous was a great challenge; this is where Image segmentation took its way. In today's world the need raised to the extent that each pixel should be distinguished from the other. The need for image segmentation is evolving at a pace bringing in new techniques lying stress on the efficiency.
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