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Kriging-Weighted Laplacian Kernels

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posted on 01.11.2021, 16:48 by Tuan PhamTuan Pham
Laplacian kernels, which are widely used as sharpening filters in image processing, are isotropic and tend to over-highlight fine details with a sharp discontinuity in images. To address this issue, this paper introduces a method that integrates anisotropic averaging with the Laplacian kernels.
The proposed method can also be useful as a new type of image convolution for designing convolutional neural networks.

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Email Address of Submitting Author

tdpham123@gmail.com

ORCID of Submitting Author

0000-0002-4255-5130

Submitting Author's Institution

Prince Mohammad Bin Fahd University

Submitting Author's Country

Saudi Arabia

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