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    • 5. 发明授权
    • Automatic image sharpening using entropy-based blur radius
    • 使用基于熵的模糊半径自动图像锐化
    • US08655096B2
    • 2014-02-18
    • US13250989
    • 2011-09-30
    • Richard E. CrandallJason Alexis KlivingtonRudolph van der Merwe
    • Richard E. CrandallJason Alexis KlivingtonRudolph van der Merwe
    • G06K9/40
    • G06T5/003
    • Systems, methods and computer program products are disclosed for automatic image sharpening. Automatic image sharpening techniques are disclosed that automatically bring a blurred image into focus. Techniques for reducing edge ringing in sharpened images are also disclosed. According to implementations, a computer-implemented method includes determining a normalized entropy of a first image, calculating a correlation target based on the normalized entropy, automatically determining a blur radius of a de-convolution kernel that causes a cosine of a first radial power spectrum of the kernel and a second radial power spectrum of a reconstruction of the first image to approximate the correlation target and generating a second image based on the blur radius.
    • 公开了用于自动图像锐化的系统,方法和计算机程序产品。 公开了自动图像锐化技术,自动使模糊图像成为焦点。 还公开了用于减少锐化图像中的边缘振铃的技术。 根据实施方式,计算机实现的方法包括:确定第一图像的归一化熵,基于归一化熵计算相关目标,自动确定导致第一径向功率谱的余弦的去卷积核的模糊半径 以及第一图像的重建的第二径向功率谱,以近似相关目标并基于模糊半径生成第二图像。
    • 8. 发明授权
    • Digital image resampling
    • 数字图像重采样
    • US08520971B2
    • 2013-08-27
    • US12895764
    • 2010-09-30
    • Richard E. CrandallJason Alexis KlivingtonRudolph van der MerweMark Alan Zimmer
    • Richard E. CrandallJason Alexis KlivingtonRudolph van der MerweMark Alan Zimmer
    • G06K9/32
    • G06T3/40G06T3/403
    • Systems, methods and computer program products are disclosed for resampling a digital image. According to an implementation, a source image can be presharpened and upsampled to a first upsampled image having a specified image size and a first level of presharpening. The source image is also presharpened and upsampled to a second upsampled image having the specified image size and second level of presharpening that is less than the first level of presharpening. The first and second upsampled images are deblurred. A binary edge mask image is generated from the deblurred, upsampled images. The binary edge mask image is dilated and blurred to generate a deep mask image. The first and second, deblurred upsampled images are blended together using the deep mask image.
    • 公开了用于重新采样数字图像的系统,方法和计算机程序产品。 根据实施方案,源图像可以被预先磨合并上采样到具有指定图像尺寸和第一级预锐度的第一上采样图像。 源图像也被预先磨合并且被上采样到具有指定图像尺寸的第二上采样图像和小于预锐化的第一水平的预锐化的第二水平。 第一次和第二次上采样图像被去毛刺。 从去除模糊的上采样图像生成二进制边缘掩模图像。 二进制边缘掩模图像被扩张和模糊以产生深度掩模图像。 第一个和第二个去除模糊的上采样图像使用深度掩模图像混合在一起。