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21 December 2021 An interpolation algorithm with dynamic-weighting for color image restoration
Haoran Liang, Yang Li
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Proceedings Volume 12156, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2021); 1215617 (2021) https://doi.org/10.1117/12.2626954
Event: International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2021), 2021, Sanya, China
Abstract
With the rapid development of digital imaging technology, the Bayer filter array represents color images. How to restore color images based on the Bayer filter array has become a problem. This paper proposes a novel interpolation algorithm, which leverages a dynamic-weighting mechanism to weight interpolation direction vectors. Experiments show that the improved algorithm has a significant improvement on color image restoration.
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Haoran Liang and Yang Li "An interpolation algorithm with dynamic-weighting for color image restoration", Proc. SPIE 12156, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2021), 1215617 (21 December 2021); https://doi.org/10.1117/12.2626954
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KEYWORDS
Color difference
Image restoration
Optical filters
Algorithm development
Evolutionary algorithms
Image filtering
Image processing
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