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- W2029125743 abstract "As an important image processing technique, image interpolation has wide applications, such as digital photos, video communication, medical imaging, object identification. A new adaptive image amplification technique is presented in this paper. The proposed method is able to cope with arbitrary integer multiples image amplification. For a low-resolution (LR) image and a given integer magnification factor n, every LR pixel is corresponding to a n ×n block of unknown HR pixels. The LR image is firstly zoomed n times by Bicubic interpolation. Then for every LR pixel belonging to edge area, weighted least-square estimation technique is adopted to compute its eight orientation model parameters for its associated n ×n block. Subsequently, each pixel in the associated n ×n block is substituted by a linear weighted summation using its eight surrounding HR pixels and the obtained model parameters. Finally, a correction strategy is implemented based on every n × n block to refine each tentative HR pixel. Compared with other image zooming methods, experimental results demonstrate the superiority of the proposed image zooming algorithm." @default.
- W2029125743 created "2016-06-24" @default.
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- W2029125743 date "2014-07-01" @default.
- W2029125743 modified "2023-10-16" @default.
- W2029125743 title "An adaptive image amplification method with integer multiples" @default.
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- W2029125743 doi "https://doi.org/10.1109/icalip.2014.7009827" @default.
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