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用圆谐-傅立叶矩描述图像 被引量:3

IMAGE DESCRIPTION WITH RADIAL-HARMONIC-FOURIER MOMENTS
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摘要 提出了一种描述图像特征的圆谐-傅立叶矩,对圆谐-傅立叶矩的特性进行了初步分析.用圆谐-傅立叶矩可以完整、无冗余地重建原图像,选取有限数量的低阶圆谐-傅立叶矩与同级次的圆谐-傅立叶函数的乘积叠加求和,可以近似地重建原图像.实验结果表明,圆谐-傅立叶矩有很好的图像描述能力,使用10阶以上的圆谐-傅立叶矩就能较清晰地重建原图像. Radial-Harmonic-Fourier Moments for describing images were proposed in the paper.We take up the preliminary analyze about the specific properties of Radial-Harmonic-Fourier Moments.With the help of Radial-Harmonic-Fourier Moments,we reconstructed original image precisely.The approximate reconstructed original image could be made by multiplying the lower order of limited Radial-Harmonic-Fourier Moments and the same class of Radial-Harmonic-Fourier Moments.The result of experiment proved that Radial-Harmonic-Fourier Moments have a good ability for image description,even very little amount of independent Radial-Harmonic-Fourier Moments can reconstruct the original image.
出处 《内蒙古师范大学学报(自然科学汉文版)》 CAS 2003年第4期344-346,349,共4页 Journal of Inner Mongolia Normal University(Natural Science Edition)
基金 国家自然科学基金资助项目(620620001) 内蒙古自然科学基金资助项目(20001301) 内蒙古教育厅科研基金项目(ZD01025) 内蒙古师范大学青年基金项目(QN00301)
关键词 用圆谐-傅立叶矩 模式识别 图像描述 图像信息处理技术 Radial-Harmonic-Fourier Moments pattern recognition image description moment
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