What Is Kernel In Image Processing
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What Is Kernel In Image Processing
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A kernel is essentially a mask or a filter that modifies the value of a pixel based on the values of its surrounding pixels These surrounding pixels are termed the central pixel s neighborhood pixels Let s zoom in further and examine an arbitrary 3 3 square neighborhood from our previous selection Kernels used in convolutions and image processing Kernels are fixed size matrices that are convolved across an image or a feature map to extract useful information out of it In image processing lingo a kernel matrix is also called a convolution matrix and it used to perform operations on an image
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