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    • 67. 发明授权
    • Method and apparatus for enhancing discrete pixel images by analyzing image structure
    • 通过分析图像结构增强离散像素图像的方法和装置
    • US07020343B1
    • 2006-03-28
    • US09476684
    • 1999-12-30
    • Gopal B. Avinash
    • Gopal B. Avinash
    • G06K9/40
    • G06T5/002G06T5/003G06T5/20G06T2207/10088G06T2207/20012G06T2207/20192G06T2207/30004
    • A technique for enhancing discrete pixel images includes blurring or smoothing image data, and identifying structural features based upon the blurred image data. Identification of structural pixels is based upon a scaling factor which may be adjusted by an operator, providing an image enhancement framework which may be easily adapted to various types of images and image acquisition systems. Orientation smoothing of the structure may include dominant orientation smoothing based upon both a dominant orientation for each structural pixel, as well as the orientation orthogonal to the dominant orientation. Orientation sharpening is performed based upon whether structural pixel values exceed a desired threshold. The resulting technique is versatile and provides improved robustness to noise, while offering excellent enhancement of structure of interest in the reconstructed image without loss of texture.
    • 用于增强离散像素图像的技术包括模糊或平滑图像数据,以及基于模糊图像数据识别结构特征。 结构像素的识别基于可由操作者调整的缩放因子,提供可以容易地适应于各种类型的图像和图像采集系统的图像增强框架。 结构的取向平滑可以包括基于每个结构像素的主导取向以及与主导方向正交的取向的主导取向平滑。 基于结构像素值是否超过期望阈值来执行取向锐化。 所产生的技术是通用的并且提供改进的噪声鲁棒性,同时在重建图像中提供对感兴趣的结构的优异的增强而不损失纹理。