The convolution operations can be implemented using direct algorithms, transform-based algorithms (e.g., discrete Fourier transform, Winograd’s transform), or tensor-multiplication-based algorithms, ...

Matrix convolution is primarily used in image processing for tasks such as image enhancing, blurring, etc. A standard image convolution formula for a 5x5 convolution filter M with an Image N is: P (i, ...

Abstract: Convolution is the most important and fundamental concept in multimedia processing. For example, for digital image processing 2D convolution is used for different filtering operations. It ...

Abstract: Convolution is the most important and fundamental concept in multimedia processing. For example, for digital image processing 2D convolution is used for different filtering operations. It ...