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Updated: Aug 22, 2026

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Published on: November 29, 2018
Adaptively quadratic (AQua) image interpolation
D Darian Muresan1, Thomas W Parks
1Digital Multi-Media Design, Arlington, VA 22209, USA. darian@dmmd.net
Abstract:
Image interpolation is a key aspect of digital image processing. This paper presents a novel interpolation method based on optimal recovery and adaptively determining the quadratic signal class from the local image behavior. The advantages of the new interpolation method are the ability to interpolate directly by any factor and to model properties of the data acquisition system into the algorithm itself. Through comparisons with other algorithms it is shown that the new interpolation is not only mathematically optimal with respect to the underlying image model, but visually it is very efficient at reducing jagged edges, a place where most other interpolation algorithms fail.
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