Convolution , Mask and Filtering
Convolution, Mask and Filtering
In image processing, convolution is the process of transforming an image by applying a kernel over each pixel and its local neighbors across the entire image. The kernel is a matrix of values whose size and values determine the transformation effect of the convolution process. Mask is a type of filter which performs operation directly on the image. The filter mask is also known as convolution mask. To apply a mask on an image, filter mask is moved point to point on the image. In the original image, at each point(X, Y), filter is calculated by using a predefined relationship.
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