Watershed Segmentation is a powerful image processing technique used to separate different objects within an image, particularly useful in cases where objects are touching or overlapping. It treats the image as a topographic surface, where the brightness of each pixel represents elevation, and finds the 'watershed lines' that define the boundaries between different regions.