An Application of the Shepard Operator in Image Reconstruction

We propose an application of the Shepard operator combined with two radial basis functions in image processing. This method aims to reconstruct damaged black-and-white or color images, considering both a global and a local approach. In the construction of the Shepard operator, we use the inverse quadratic and the inverse multiquadric radial basis functions.

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Published
2024-09-16
DOI
https://doi.org/10.1109/synasc65383.2024.00023
Primary Topic
Numerical methods in inverse problems
Type
article
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article

An Application of the Shepard Operator in Image Reconstruction

Andra Malina
Numerical methods in inverse problems
article

An Application of the Shepard Operator in Image Reconstruction

Andra Malina
article en

Abstract

We propose an application of the Shepard operator combined with two radial basis functions in image processing. This method aims to reconstruct damaged black-and-white or color images, considering both a global and a local approach. In the construction of the Shepard operator, we use the inverse quadratic and the inverse multiquadric radial basis functions.

Babeș-Bolyai University (RO), Romanian Academy (RO)
Openalex Percentile: Top 58%
Numerical methods in inverse problems
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An Application of the Shepard Operator in Image Reconstruction — Andra Malina · (2024) | TGRS Research Map | TGRS