图像复原与超分辨率重构基本适用条件及提高空间分辨率上限的研究
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中国科学院知识创新项目


APPLICABLE CONDITIONS AND IMPROVING SPATIAL RESOLUTION UPPER LIMITS OF IMAGE RESTORATION AND SUPERRESOLUTION RECONSTRUCTION
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    摘要:

    从离散—离散的成像系统出发,在理论上分析了图像复原与超分辨率重构的基本适用条件及提高图像分辨率的上限,从图像处理的角度给出了基本适用条件的量化指标,最后对理论分析结论进行了实验验证,并对实际应用中不可避免的噪声影响进了研究,实验结果与理论研究结论一致.

    Abstract:

    Basic applicable conditions and upper limits for improving spatial resolution of image restoration and superresolution reconstruction were researched theoretically by using discretetodiscrete imaging model. The quantitative indices of applicable conditions based on image processing were given. Experiments on restoration and SRR were carried out by simulating different sampling frequencies and SNR lowresolution images, and the results were analyzed in detail. The perfect consistence was obtained between the theory and experiment.

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吴艳,陈凡胜,陈桂林.图像复原与超分辨率重构基本适用条件及提高空间分辨率上限的研究[J].红外与毫米波学报,2010,29(5):351~356]. WU Yan, CHEN Fan-Sheng, CHEN Gui-Lin. APPLICABLE CONDITIONS AND IMPROVING SPATIAL RESOLUTION UPPER LIMITS OF IMAGE RESTORATION AND SUPERRESOLUTION RECONSTRUCTION[J]. J. Infrared Millim. Waves,2010,29(5):351~356.]

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  • 收稿日期:2009-04-23
  • 最后修改日期:2009-06-15
  • 录用日期:2009-08-10
  • 在线发布日期: 2010-10-27
  • 出版日期: