The Sobel Operator is an edge detection algorithm used in image processing and computer vision to highlight the edges in an image by calculating the gradient magnitude at each pixel. It uses convolution with a pair of 3x3 kernels to approximate the derivatives, emphasizing changes in intensity and thereby identifying edges effectively.