1 July 1996 Edge-enhanced image zooming
Stefan Thurnhofer, Sanjit K. Mitra
Author Affiliations +
A new adaptive algorithm for image interpolation with perceptual edge enhancement is proposed. Here, perceptual means that edges are enhanced and interpolated in a visually pleasing way. Each pixel neighborhood is classified into one of three categories (constant, oriented, or irregular). In each case, an optimal interpolation technique finds the missing pixels without generating unpleasant artifacts such as aliasing or ringing effects. Furthermore, a quadratic Volterra filter is employed to extract perceptually important details from the original image, which are then used to improve the overall sharpness and contrast. Both qualitative and quantitative simulation results clearly show the superiority of our method over standard low-pass interpolation algorithms such as bilinear, diamond-filter, or B-spline interpolation.
Stefan Thurnhofer and Sanjit K. Mitra "Edge-enhanced image zooming," Optical Engineering 35(7), (1 July 1996). https://doi.org/10.1117/1.600619
Published: 1 July 1996
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CITATIONS
Cited by 77 scholarly publications and 14 patents.
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KEYWORDS
Image enhancement

Image filtering

Linear filtering

Digital filtering

Visualization

Diamond

Image quality

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