20 January 2005 Image super-resolution processing approach based on genetic algorithm
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Abstract
The paper presents the approach of image super-resolution reconstruction based on genetic algorithm. We use genetic algorithm as an optimizing tool, considering the image set as initial population, and thus establish an algorithm based on genetic algorithm aiming at image super-resolution reconstruction. Simulating experiments have been carried out, which proves that the algorithm we put forward can enhance the resolution and quality of the image and the result is satisfactory.
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Hongjiu Tao, Keming Jia, Xiaojun Tong, "Image super-resolution processing approach based on genetic algorithm", Proc. SPIE 5633, Advanced Materials and Devices for Sensing and Imaging II, (20 January 2005); doi: 10.1117/12.573938; https://doi.org/10.1117/12.573938
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