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cs.CV2025★ 1 cited
Optimal Weighted Convolution for Classification and Denosing
Simone Cammarasana, Giuseppe Patanè
We introduce a novel weighted convolution operator that enhances traditional convolutional neural networks (CNNs) by integrating a spatial density function into the convolution ope…
cs.CV2025
Optimal Density Functions for Weighted Convolution in Learning Models
Simone Cammarasana, Giuseppe Patanè
The paper introduces the weighted convolution, a novel approach to the convolution for signals defined on regular grids (e.g., 2D images) through the application of an optimal dens…