An image consists of a rectangular array of pixels where each one is assigned a colour. For example, here is an image with 9 pixels, each pixel is assigned a specific colour. Pixels are indexed from ...

Once we know the region \(\theta\) is in (i.e. we know the direction of the gradient), then for that particular pixel we compare the pixel intensity with that of it's two neighbours in the direction ...