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    • 1. 发明申请
    • Radiometric Calibration from a Single Image
    • 单个图像的辐射校准
    • US20090080772A1
    • 2009-03-26
    • US12327680
    • 2008-12-03
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • Radiometric calibration of an image capture device (e.g., a digital camera) using a single image is described. The single image may be a color image or a grayscale image. The calibration identifies and analyzes edge pixels of the image that correspond to an edge between two colors or grayscale levels of a scene. Intensity distributions of intensities measured from the single image are then analyzed. An inverse response function for the image capture device is determined based on the intensity distributions. For a color image, the radiometric calibration involves calculating an inverse response function that maps measured blended colors of edge pixels and the associated measured component colors into linear distributions. For a grayscale image, the radiometric calibration involves deriving an inverse response function that maps non-uniform histograms of measured intensities into uniform distributions of calibrated intensities.
    • 描述使用单个图像的图像捕获装置(例如,数码相机)的放射线校准。 单个图像可以是彩色图像或灰度图像。 校准识别和分析与场景的两种颜色或灰度级之间的边缘对应的图像的边缘像素。 然后分析从单个图像测量的强度的强度分布。 基于强度分布确定图像捕获装置的反应响应函数。 对于彩色图像,辐射校准包括计算反向响应函数,其将边缘像素的测量混合颜色和相关联的测量分量颜色映射为线性分布。 对于灰度图像,辐射校准涉及导出将测得的强度的不均匀直方图映射到校准强度的均匀分布的逆响应函数。
    • 2. 发明授权
    • Radiometric calibration from a single image
    • 单个图像的辐射校准
    • US07986830B2
    • 2011-07-26
    • US12327680
    • 2008-12-03
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • Radiometric calibration of an image capture device (e.g., a digital camera) using a single image is described. The single image may be a color image or a grayscale image. The calibration identifies and analyzes edge pixels of the image that correspond to an edge between two colors or grayscale levels of a scene. Intensity distributions of intensities measured from the single image are then analyzed. An inverse response function for the image capture device is determined based on the intensity distributions. For a color image, the radiometric calibration involves calculating an inverse response function that maps measured blended colors of edge pixels and the associated measured component colors into linear distributions. For a grayscale image, the radiometric calibration involves deriving an inverse response function that maps non-uniform histograms of measured intensities into uniform distributions of calibrated intensities.
    • 描述使用单个图像的图像捕获装置(例如,数码相机)的放射线校准。 单个图像可以是彩色图像或灰度图像。 校准识别和分析与场景的两种颜色或灰度级之间的边缘对应的图像的边缘像素。 然后分析从单个图像测量的强度的强度分布。 基于强度分布确定图像捕获装置的反应响应函数。 对于彩色图像,辐射校准包括计算反向响应函数,其将边缘像素的测量混合颜色和相关联的测量分量颜色映射为线性分布。 对于灰度图像,辐射校准涉及导出将测得的强度的非均匀直方图映射到校准强度的均匀分布的反向响应函数。
    • 3. 发明授权
    • Radiometric calibration from a single image
    • 单个图像的辐射校准
    • US07463769B2
    • 2008-12-09
    • US11156988
    • 2005-06-20
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • Stephen S. LinBaining GuoHeung-Yeung ShumJinwei Gu
    • G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • Radiometric calibration of an image capture device (e.g., a digital camera) using a single image is described. The single image may be a color image or a grayscale image. The calibration identifies and analyzes edge pixels of the image that correspond to an edge between two colors or grayscale levels of a scene. Intensity distributions of intensities measured from the single image are then analyzed. An inverse response function for the image capture device is determined based on the intensity distributions. For a color image, the radiometric calibration involves calculating an inverse response function that maps measured blended colors of edge pixels and the associated measured component colors into linear distributions. For a grayscale image, the radiometric calibration involves deriving an inverse response function that maps non-uniform histograms of measured intensities into uniform distributions of calibrated intensities.
    • 描述使用单个图像的图像捕获装置(例如,数码相机)的放射线校准。 单个图像可以是彩色图像或灰度图像。 校准识别和分析与场景的两种颜色或灰度级之间的边缘对应的图像的边缘像素。 然后分析从单个图像测量的强度的强度分布。 基于强度分布确定图像捕获装置的反应响应函数。 对于彩色图像,辐射校准包括计算反向响应函数,其将边缘像素的测量混合颜色和相关联的测量分量颜色映射为线性分布。 对于灰度图像,辐射校准涉及导出将测得的强度的不均匀直方图映射到校准强度的均匀分布的逆响应函数。
    • 4. 发明授权
    • Radiometric calibration from a single image
    • 单个图像的辐射校准
    • US07450754B2
    • 2008-11-11
    • US10809167
    • 2004-03-23
    • Stephen S. LinHeung-Yeung ShumJinwei Gu
    • Stephen S. LinHeung-Yeung ShumJinwei Gu
    • G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • A radiometric calibration system finds an inverse response function of a camera from a single digital image of a scene in which the actual colors of the scene are not known a priori. The system analyzes pixels of the image that correspond to an “edge” between two colors of the scene. These “edge” pixels represent a blended color formed from these two “component” colors, as measured by the camera. The system determines an inverse response function at least in part by: (a) finding suitable edge pixels; and (b) determining a function that maps the measured blended colors of edge pixels and their measured component colors into linear distributions. Reference data that includes predetermined inverse response functions of known cameras can be used in determining an inverse response function via a Bayesian Estimation.
    • 辐射校准系统从场景的实际颜色先前不知道的场景的单个数字图像中发现摄像机的反向响应功能。 该系统分析对应于场景两种颜色之间的“边缘”的图像像素。 这些“边缘”像素表示由相机测量的由这两个“分量”颜色形成的混合色。 系统至少部分地通过以下方式确定反应响应函数:(a)找到合适的边缘像素; 和(b)确定将所测量的边缘像素的混合颜色及其测量的分量颜色映射成线性分布的函数。 包括已知摄像机的预定反向响应功能的参考数据可以用于经由贝叶斯估计来确定反向响应函数。
    • 5. 发明申请
    • Radiometric calibration from a single image
    • 单个图像的辐射校准
    • US20060008141A1
    • 2006-01-12
    • US11156988
    • 2005-06-20
    • Stephen LinBaining GuoHeung-Yeung ShumJinwei Gu
    • Stephen LinBaining GuoHeung-Yeung ShumJinwei Gu
    • G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • Radiometric calibration of an image capture device (e.g., a digital camera) using a single image is described. The single image may be a color image or a grayscale image. The calibration identifies and analyzes edge pixels of the image that correspond to an edge between two colors or grayscale levels of a scene. Intensity distributions of intensities measured from the single image are then analyzed. An inverse response function for the image capture device is determined based on the intensity distributions. For a color image, the radiometric calibration involves calculating an inverse response function that maps measured blended colors of edge pixels and the associated measured component colors into linear distributions. For a grayscale image, the radiometric calibration involves deriving an inverse response function that maps non-uniform histograms of measured intensities into uniform distributions of calibrated intensities.
    • 描述使用单个图像的图像捕获装置(例如,数码相机)的放射线校准。 单个图像可以是彩色图像或灰度图像。 校准识别和分析与场景的两种颜色或灰度级之间的边缘对应的图像的边缘像素。 然后分析从单个图像测量的强度的强度分布。 基于强度分布确定图像捕获装置的反应响应函数。 对于彩色图像,辐射校准包括计算反向响应函数,其将边缘像素的测量混合颜色和相关联的测量分量颜色映射为线性分布。 对于灰度图像,辐射校准涉及导出将测得的强度的不均匀直方图映射到校准强度的均匀分布的逆响应函数。
    • 6. 发明申请
    • Radiometric calibration from a single image
    • 单个图像的辐射校准
    • US20050213813A1
    • 2005-09-29
    • US10809167
    • 2004-03-23
    • Stephen LinHeung-Yeung ShumJinwei Gu
    • Stephen LinHeung-Yeung ShumJinwei Gu
    • G01J3/46G06T1/00G06T7/00G06T7/40H04N1/46H04N1/60G06K9/00
    • H04N1/603G06T7/80G06T7/90
    • A radiometric calibration system finds an inverse response function of a camera from a single digital image of a scene in which the actual colors of the scene are not known a priori. The system analyzes pixels of the image that correspond to an “edge” between two colors of the scene. These “edge” pixels represent a blended color formed from these two “component” colors, as measured by the camera. The system determines an inverse response function at least in part by: (a) finding suitable edge pixels; and (b) determining a function that maps the measured blended colors of edge pixels and their measured component colors into linear distributions. Reference data that includes predetermined inverse response functions of known cameras can be used in determining an inverse response function via a Bayesian Estimation.
    • 辐射校准系统从场景的实际颜色先前不知道的场景的单个数字图像中发现摄像机的反向响应功能。 该系统分析对应于场景两种颜色之间的“边缘”的图像像素。 这些“边缘”像素表示由相机测量的由这两个“分量”颜色形成的混合色。 系统至少部分地通过以下方式确定反应响应函数:(a)找到合适的边缘像素; 和(b)确定将所测量的边缘像素的混合颜色及其测量的分量颜色映射成线性分布的函数。 包括已知摄像机的预定反向响应功能的参考数据可以用于经由贝叶斯估计来确定反向响应函数。