Paper
20 January 2005 Image super-resolution processing approach based on genetic algorithm
Hongjiu Tao, Keming Jia, Xiaojun Tong
Author Affiliations +
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.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Hongjiu Tao, Keming Jia, and 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); https://doi.org/10.1117/12.573938
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KEYWORDS
Image processing

Genetic algorithms

Image restoration

Super resolution

Image quality

Computer programming

Reconstruction algorithms

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