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    • 1. 发明授权
    • Image processing apparatus and method
    • 图像处理装置及方法
    • US08849055B2
    • 2014-09-30
    • US13612085
    • 2012-09-12
    • Akira Kano
    • Akira Kano
    • G06K9/40H04N1/409H04N1/58
    • H04N1/4097H04N1/409H04N1/58
    • An image processing apparatus for performing recovery processing of correcting degradation of an image due to an aberration of an optical imaging system with respect to image data obtained by sensing an object image entering through the optical imaging system using an image sensor, comprises: a selection unit configured to select a filter to be used for recovery processing in accordance with an image sensing condition at the time of the image sensing; an image processing unit configured to perform recovery processing for the image data by using the filter selected by the selection unit; and a correction unit configured to determine a correction value based on a difference between the value of a pixel before and after recovery processing by the image processing unit, and correcting the pixel value before the recovery processing by the image processing unit using the determined correction value.
    • 一种图像处理装置,用于执行用于校正由于光学成像系统的像差导致的图像的劣化的恢复处理,该图像数据相对于通过使用图像传感器感测通过光学成像系统进入的对象图像而获得的图像数据,包括:选择单元 被配置为根据图像感测时的图像感测条件选择要用于恢复处理的滤波器; 图像处理单元,被配置为通过使用由所述选择单元选择的所述滤波器来执行所述图像数据的恢复处理; 以及校正单元,被配置为基于由所述图像处理单元进行的恢复处理之前和之后的像素的值之间的差来确定校正值,并且利用所确定的校正值来校正由所述图像处理单元进行的所述恢复处理之前的像素值 。
    • 2. 发明申请
    • IMAGE PROCESSING METHOD AND IMAGE PROCESSING APPARATUS FOR IMAGE RESTORATION
    • 用于图像恢复的图像处理方法和图像处理装置
    • US20120154626A1
    • 2012-06-21
    • US13327959
    • 2011-12-16
    • Koshi HATAKEYAMAAkira KANO
    • Koshi HATAKEYAMAAkira KANO
    • H04N9/73G06K9/00
    • H04N9/646H04N9/045
    • The image processing method includes a step of acquiring an input image produced by image capturing using an optical system, an image restoration step of performing an image restoration process on the input image to produce a restored image, the image restoration process using an image restoration filter produced based on an optical transfer function of the optical system, and a color shift detection step of detecting color shift included in the restored image, the color shift corresponding to chromatic aberration of magnification of the optical system. The method further includes a restored image color shift reduction step of performing a color shift reduction process on the restored image to reduce the color shift detected in the color shift detection step.
    • 图像处理方法包括获取通过使用光学系统的图像拍摄产生的输入图像的步骤,对输入图像执行图像恢复处理以产生恢复图像的图像恢复步骤,使用图像恢复滤波器的图像恢复处理 基于光学系统的光学传递函数产生的色移检测步骤以及检测恢复图像中包括的色移的色移检测步骤,对应于光学系统的倍率色像差的色移。 该方法还包括恢复的图像色彩偏移降低步骤,用于对恢复的图像执行减色处理,以减少在色移检测步骤中检测到的色偏。
    • 3. 发明申请
    • IMAGE PROCESSING APPARATUS AND CONTROL METHOD THEREFOR
    • 图像处理装置及其控制方法
    • US20110103686A1
    • 2011-05-05
    • US12911226
    • 2010-10-25
    • Akira Kano
    • Akira Kano
    • G06K9/00
    • H04N9/045
    • This invention discloses an image processing apparatus that can obtain, from an image, the amount of correction for chromatic aberration of magnification, that can appropriately correct a color shift while suppressing a change in color on the edge portion of the image before and after the correction. In obtaining the amount of color shift between one color plane and another color plane, the color differences before and after the color shift is corrected are calculated for each pair of pixels included in regions of interest. It is determined whether the amount of change in color difference before and after correction falls within a predetermined range. The amount of color shift is obtained in the range in which it is determined that the amount of change in color difference before and after correction falls within a predetermined range.
    • 本发明公开了一种图像处理装置,其能够从图像中获得能够适当地校正色偏,同时抑制校正前后图像的边缘部分的颜色变化的色像差校正量 。 在获得一个彩色平面与另一个彩色平面之间的色彩偏移量时,针对包括在感兴趣区域中的每对像素计算色移前后的色差。 确定校正前后的色差变化量是否在预定范围内。 在确定校正前后的色差的变化量落在预定范围内的范围内获得色移量。
    • 4. 发明申请
    • IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND PROGRAM
    • 图像处理设备,图像处理方法和程序
    • US20120014599A1
    • 2012-01-19
    • US13180346
    • 2011-07-11
    • Akira Kano
    • Akira Kano
    • G06K9/00
    • G06T5/006G06T2207/10004G06T2207/10024H04N5/2173H04N9/045H04N9/646
    • In an image processing apparatus, an edge extraction unit extracts edges from image data. A correction amount acquisition unit acquires a misregistration amount of one color plane relative to another color plane of the image data, and calculates a first correction amount corresponding to an image height based on image heights of respective edges and misregistration amounts of respective edges. The correction amount acquisition unit calculates a second correction amount specific to a lens based on lens design data. A correction amount calculation unit calculates a difference between the first correction amount and the second correction amount, adjusts the difference so that the difference falls within a predetermined range, and calculates a third correction amount based on the adjusted difference and the second correction amount. A correction unit corrects the image data based on the third correction amount.
    • 在图像处理装置中,边缘提取单元从图像数据中提取边缘。 校正量获取单元获取相对于图像数据的另一个颜色平面的一个颜色平面的不对准量,并且基于各个边缘的图像高度和各个边缘的对准量计算与图像高度相对应的第一校正量。 校正量获取单元基于透镜设计数据来计算特定于透镜的第二校正量。 校正量计算单元计算第一校正量和第二校正量之间的差,调节差以使差落在预定范围内,并且基于调整后的差和第二校正量来计算第三校正量。 校正单元基于第三校正量校正图像数据。
    • 5. 发明授权
    • Image processing apparatus, image capture apparatus and image processing method
    • 图像处理装置,图像捕获装置和图像处理方法
    • US09167216B2
    • 2015-10-20
    • US13591467
    • 2012-08-22
    • Akira Kano
    • Akira Kano
    • G06K9/00H04N5/217H04N9/04G06T5/00H04N1/60H04N5/357H04N9/64G02B15/14
    • H04N9/045G02B15/14G06T5/006G06T2207/10024H04N1/60H04N1/6027H04N5/3572H04N9/646
    • An image processing apparatus which enables to suppress coloring in an image after image recovery processing, and a control method for the image processing apparatus are disclosed. After the chromatic difference of magnification of an optical imaging system is corrected, a first value relating to coloring is obtained before application of an image recovery filter. Then, an image recovery filter which, preferably, does not correct a chromatic difference of magnification and is based on a function indicating the aberrations of the optical imaging system is applied. A second value associated with coloring is obtained from the image after application of the image recovery filter. According to the difference between the first and second values obtained before and after application of the image recovery filter respectively, pixel value correction for correcting coloring is performed.
    • 公开了能够抑制图像恢复处理后的图像着色的图像处理装置,以及图像处理装置的控制方法。 在校正光学成像系统的色差的差异之后,在施加图像恢复滤波器之前获得与着色相关的第一值。 然后,应用优选地不校正倍率的色差并且基于表示光学成像系统的像差的功能的图像恢复滤波器。 从应用图像恢复滤波器后的图像中获得与着色相关联的第二值。 根据分别应用图像恢复滤波器之前和之后获得的第一和第二值之间的差异,执行用于校正着色的像素值校正。
    • 6. 发明授权
    • Image processing apparatus and method
    • 图像处理装置及方法
    • US08754957B2
    • 2014-06-17
    • US13585895
    • 2012-08-15
    • Akira Kano
    • Akira Kano
    • H04N5/228H04N9/73H04N17/00G06K9/00
    • H04N9/045H04N5/3572H04N2209/046
    • An image processing apparatus which performs recovery processing of correcting a degradation in image due to an aberration in an optical imaging system, with respect to image data of a plurality of colors, comprising: a separation unit configured to separate image data into image data of the respective colors, and further separate image data of a color whose spatial frequency characteristic is higher than that of another color due to an arrangement of color filters of the plurality of colors into a plurality of image data of same color so as to have the same spatial frequency characteristic as that of the other color; a plurality of image processing units configured to perform recovery processing by filter processing for each of the separated image data; and an interpolation processing unit configured to perform color interpolation processing of each pixel for the image data having undergone the recovery processing.
    • 一种图像处理装置,其针对多个颜色的图像数据执行校正由于光学成像系统中的像差引起的图像劣化的恢复处理,包括:分离单元,被配置为将图像数据分离成图像数据 并且由于将多种颜色的滤色器配置为多个相同颜色的图像数据,从而具有空间频率特性高于另一颜色的颜色的颜色的另外的分离图像数据,以具有相同的颜色 频率特性为另一种颜色; 多个图像处理单元,被配置为通过针对每个分离的图像数据的滤波处理执行恢复处理; 以及内插处理单元,被配置为对经过恢复处理的图像数据执行每个像素的颜色插值处理。
    • 7. 发明授权
    • Image processing apparatus and control method therefor
    • 图像处理装置及其控制方法
    • US08588521B2
    • 2013-11-19
    • US12911226
    • 2010-10-25
    • Akira Kano
    • Akira Kano
    • G06K9/00
    • H04N9/045
    • This invention discloses an image processing apparatus that can obtain, from an image, the amount of correction for chromatic aberration of magnification, that can appropriately correct a color shift while suppressing a change in color on the edge portion of the image before and after the correction. In obtaining the amount of color shift between one color plane and another color plane, the color differences before and after the color shift is corrected are calculated for each pair of pixels included in regions of interest. It is determined whether the amount of change in color difference before and after correction falls within a predetermined range. The amount of color shift is obtained in the range in which it is determined that the amount of change in color difference before and after correction falls within a predetermined range.
    • 本发明公开了一种图像处理装置,其能够从图像中获得能够适当地校正色偏,同时抑制校正前后图像的边缘部分的颜色变化的色像差校正量 。 在获得一个彩色平面与另一个彩色平面之间的色彩偏移量时,针对包括在感兴趣区域中的每对像素计算色移前后的色差。 确定校正前后的色差变化量是否在预定范围内。 在确定校正前后的色差的变化量落在预定范围内的范围内获得色移量。
    • 8. 发明授权
    • Image processing apparatus, image processing method, and program
    • 图像处理装置,图像处理方法和程序
    • US08542920B2
    • 2013-09-24
    • US13180346
    • 2011-07-11
    • Akira Kano
    • Akira Kano
    • G06K9/00
    • G06T5/006G06T2207/10004G06T2207/10024H04N5/2173H04N9/045H04N9/646
    • In an image processing apparatus, an edge extraction unit extracts edges from image data. A correction amount acquisition unit acquires a misregistration amount of one color plane relative to another color plane of the image data, and calculates a first correction amount corresponding to an image height based on image heights of respective edges and misregistration amounts of respective edges. The correction amount acquisition unit calculates a second correction amount specific to a lens based on lens design data. A correction amount calculation unit calculates a difference between the first correction amount and the second correction amount, adjusts the difference so that the difference falls within a predetermined range, and calculates a third correction amount based on the adjusted difference and the second correction amount. A correction unit corrects the image data based on the third correction amount.
    • 在图像处理装置中,边缘提取单元从图像数据中提取边缘。 校正量获取单元获取相对于图像数据的另一个颜色平面的一个颜色平面的不对准量,并且基于各个边缘的图像高度和各个边缘的对准量计算与图像高度相对应的第一校正量。 校正量获取单元基于透镜设计数据来计算特定于透镜的第二校正量。 校正量计算单元计算第一校正量和第二校正量之间的差,调节差以使差落在预定范围内,并且基于调整后的差和第二校正量来计算第三校正量。 校正单元基于第三校正量校正图像数据。
    • 9. 发明申请
    • IMAGE PROCESSING APPARATUS, IMAGE CAPTURE APPARATUS AND IMAGE PROCESSING METHOD
    • 图像处理装置,图像捕获装置和图像处理方法
    • US20130050540A1
    • 2013-02-28
    • US13591467
    • 2012-08-22
    • Akira Kano
    • Akira Kano
    • H04N5/217
    • H04N9/045G02B15/14G06T5/006G06T2207/10024H04N1/60H04N1/6027H04N5/3572H04N9/646
    • An image processing apparatus which enables to suppress coloring in an image after image recovery processing, and a control method for the image processing apparatus are disclosed. After the chromatic difference of magnification of an optical imaging system is corrected, a first value relating to coloring is obtained before application of an image recovery filter. Then, an image recovery filter which, preferably, does not correct a chromatic difference of magnification and is based on a function indicating the aberrations of the optical imaging system is applied. A second value associated with coloring is obtained from the image after application of the image recovery filter. According to the difference between the first and second values obtained before and after application of the image recovery filter respectively, pixel value correction for correcting coloring is performed.
    • 公开了能够抑制图像恢复处理后的图像着色的图像处理装置,以及图像处理装置的控制方法。 在校正光学成像系统的色差的差异之后,在施加图像恢复滤波器之前获得与着色相关的第一值。 然后,应用优选地不校正倍率的色差并且基于表示光学成像系统的像差的功能的图像恢复滤波器。 从应用图像恢复滤波器后的图像中获得与着色相关联的第二值。 根据分别应用图像恢复滤波器之前和之后获得的第一和第二值之间的差异,执行用于校正着色的像素值校正。
    • 10. 发明申请
    • IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND PROGRAM
    • 图像处理设备,图像处理方法和程序
    • US20120320240A1
    • 2012-12-20
    • US13489287
    • 2012-06-05
    • Akira Kano
    • Akira Kano
    • H04N5/217
    • H04N5/3572
    • Provided is an image processing apparatus that reduces over recovery of image data by image recovery processing. An image processing unit selects an image recovery filter corresponding to an imaging condition and performs image recovery processing on captured image data using the image recovery filter. Further, the image processing unit limits a change amount of a pixel signal value of the image data by the image recovery processing based on a change amount limit value determined according to characteristics of a gamma correction processing that is applied after the image recovery processing.
    • 提供了一种通过图像恢复处理减少图像数据的恢复的图像处理装置。 图像处理单元选择与成像条件对应的图像恢复滤波器,并使用图像恢复滤波器对拍摄图像数据执行图像恢复处理。 此外,图像处理单元基于根据在图像恢复处理之后应用的伽马校正处理的特性确定的变化量极限值,通过图像恢复处理来限制图像数据的像素信号值的变化量。