The Prewitt Operator is an edge detection algorithm used in image processing to highlight regions of high spatial gradient, often indicating edges. It uses convolution with a pair of 3x3 kernels to approximate the gradient of the image intensity function, emphasizing horizontal and vertical edges separately.