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    • 3. 发明申请
    • Method and apparatus for multifocus digital image restoration using image integration technology
    • 使用图像集成技术的多焦点数字图像恢复的方法和装置
    • US20070286517A1
    • 2007-12-13
    • US11639964
    • 2006-12-15
    • Joon-Ki PaikJeong-Ho ShinMaik VivekYoon-Jong Yoo
    • Joon-Ki PaikJeong-Ho ShinMaik VivekYoon-Jong Yoo
    • G06K9/46
    • H04N5/23212G06T5/003H04N5/23232
    • Methods and apparatus are disclosed for digital image restoration. The method including the steps of receiving an external deteriorated image, and generating N restoration images by using a preset PSF and an image restoration filter without computing a PSF of the input deteriorated image, dividing the restoration images into window parts of a predetermined window size, computing absolute values of differences among peripheral pixels within the divided window parts, selecting only a high frequency part, and analyzing focus deterioration; determining weights of the N restoration images, selecting window parts having high weights, and integrating the selected window parts into one image and comparing a degree of restoration of the integrated image with a preset degree of restoration, and outputting the integrated image as a resultant image when the degree of restoration of the integrated image is higher than the preset degree of restoration.
    • 公开了用于数字图像恢复的方法和装置。 该方法包括以下步骤:接收外部劣化图像,并且在不计算输入劣化图像的PSF的情况下通过使用预设PSF和图像恢复滤波器生成N个恢复图像,将恢复图像划分为预定窗口大小的窗口部分, 计算分割窗口部分之间的周边像素之间的差异的绝对值,仅选择高频部分,并分析焦点劣化; 确定所述N个恢复图像的权重,选择具有高权重的窗口部分,以及将所选择的窗口部分整合为一个图像,并将所述集成图像的恢复程度与预设恢复度进行比较,并将所述集成图像作为合成图像 当整合图像的恢复程度高于预设的恢复程度时。
    • 4. 发明授权
    • Method and apparatus for multifocus digital image restoration using image integration technology
    • 使用图像集成技术的多焦点数字图像恢复的方法和装置
    • US07881551B2
    • 2011-02-01
    • US11639964
    • 2006-12-15
    • Joon-Ki PaikJeong-Ho ShinMaik VivekYoon-Jong Yoo
    • Joon-Ki PaikJeong-Ho ShinMaik VivekYoon-Jong Yoo
    • G06K9/40
    • H04N5/23212G06T5/003H04N5/23232
    • Methods and apparatus are disclosed for digital image restoration. The method including the steps of receiving an external deteriorated image, and generating N restoration images by using a preset PSF and an image restoration filter without computing a PSF of the input deteriorated image, dividing the restoration images into window parts of a predetermined window size, computing absolute values of differences among peripheral pixels within the divided window parts, selecting only a high frequency part, and analyzing focus deterioration; determining weights of the N restoration images, selecting window parts having high weights, and integrating the selected window parts into one image and comparing a degree of restoration of the integrated image with a preset degree of restoration, and outputting the integrated image as a resultant image when the degree of restoration of the integrated image is higher than the preset degree of restoration.
    • 公开了用于数字图像恢复的方法和装置。 该方法包括以下步骤:接收外部劣化图像,并且在不计算输入劣化图像的PSF的情况下通过使用预设PSF和图像恢复滤波器生成N个恢复图像,将恢复图像划分为预定窗口大小的窗口部分, 计算分割窗口部分之间的周边像素之间的差异的绝对值,仅选择高频部分,并分析焦点劣化; 确定所述N个恢复图像的权重,选择具有高权重的窗口部分,以及将所选择的窗口部分整合为一个图像,并将所述集成图像的恢复程度与预设恢复度进行比较,并将所述集成图像作为合成图像 当整合图像的恢复程度高于预设的恢复程度时。
    • 5. 发明申请
    • APPARATUS AND METHOD FOR IMAGE INTERPOLATION BASED ON LOW PASS FILTERING
    • 基于低通滤波的图像插值的装置和方法
    • US20090238488A1
    • 2009-09-24
    • US12407900
    • 2009-03-20
    • Paik Joon-KiYoon-Jong YooJin-Young YounDong-Gyun KimJeong-Ho Shin
    • Paik Joon-KiYoon-Jong YooJin-Young YounDong-Gyun KimJeong-Ho Shin
    • G06K9/40G06K9/32
    • G06T3/403
    • An apparatus and method for image interpolation based on low pass filtering are provided. The apparatus includes an edge direction detector detecting an edge direction for a pixel nearest to a to-be-interpolated pixel among pixels and determining the edge direction of the to-be-interpolated pixel as the detected edge direction, a pixel value calculator calculating pixel values of interpolation points located in a lattice filtering window having a predetermined size by using pixel values of pixels located adjacent to the interpolation points, and a filtering unit performing low pass filtering on the to-be-located pixel according to a low pass filter corresponding to the determined edge direction of the to-be-interpolated pixel, the low pass filter being one of low pass filters corresponding to predetermined vertical, horizontal, left diagonal and right diagonal directions respectively. Accordingly, a process of calculating the pixel value of the to-be-interpolated pixel can be simplified and a processing speed can be increased. Furthermore, it is possible to obtain a high-quality image without having image deterioration such as blocking effect caused by an error in a pixel value even for a region with an uneven edge.
    • 提供了一种基于低通滤波的图像插值装置和方法。 该装置包括边缘方向检测器,用于检测像素之中最接近待插入像素的像素的边缘方向,并确定待插值像素的边缘方向作为检测到的边缘方向;像素值计算器计算像素 通过使用位于与内插点相邻的像素的像素值,位于具有预定尺寸的格子滤波窗口中的内插点的值;以及滤波单元,根据对应的低通滤波器对待定位的像素执行低通滤波 对于待内插像素的确定的边缘方向,低通滤波器分别对应于预定的垂直,水平,左对角线和右对角线方向之一的低通滤波器之一。 因此,可以简化计算待内插像素的像素值的处理,并且可以提高处理速度。 此外,即使对于具有不均匀边缘的区域,也可以获得高质量的图像而不具有像素值的误差引起的诸如阻塞效果的图像劣化。
    • 6. 发明授权
    • Apparatus and method for image interpolation based on low pass filtering
    • 基于低通滤波的图像插值装置和方法
    • US08208748B2
    • 2012-06-26
    • US12407900
    • 2009-03-20
    • Paik Joon-KiYoon-Jong YooJin-Young YounDong-Gyun KimJeong-Ho Shin
    • Paik Joon-KiYoon-Jong YooJin-Young YounDong-Gyun KimJeong-Ho Shin
    • G06K9/40G06K9/32
    • G06T3/403
    • An apparatus and method for image interpolation based on low pass filtering are provided. The apparatus includes an edge direction detector detecting an edge direction for a pixel nearest to a to-be-interpolated pixel among pixels and determining the edge direction of the to-be-interpolated pixel as the detected edge direction, a pixel value calculator calculating pixel values of interpolation points located in a lattice filtering window having a predetermined size by using pixel values of pixels located adjacent to the interpolation points, and a filtering unit performing low pass filtering on the to-be-located pixel according to a low pass filter corresponding to the determined edge direction of the to-be-interpolated pixel, the low pass filter being one of low pass filters corresponding to predetermined vertical, horizontal, left diagonal and right diagonal directions respectively. Accordingly, a process of calculating the pixel value of the to-be-interpolated pixel can be simplified and a processing speed can be increased. Furthermore, it is possible to obtain a high-quality image without having image deterioration such as blocking effect caused by an error in a pixel value even for a region with an uneven edge.
    • 提供了一种基于低通滤波的图像插值装置和方法。 该装置包括边缘方向检测器,用于检测像素之中最接近待插入像素的像素的边缘方向,并确定待插值像素的边缘方向作为检测到的边缘方向;像素值计算器计算像素 通过使用位于与内插点相邻的像素的像素值,位于具有预定尺寸的格子滤波窗口中的内插点的值;以及滤波单元,根据对应的低通滤波器对待定位的像素执行低通滤波 对于待内插像素的确定的边缘方向,低通滤波器分别对应于预定的垂直,水平,左对角线和右对角线方向之一的低通滤波器之一。 因此,可以简化计算待内插像素的像素值的处理,并且可以提高处理速度。 此外,即使对于具有不均匀边缘的区域,也可以获得高质量的图像而不具有像素值的误差引起的诸如阻塞效果的图像劣化。