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公开(公告)号：US08077205B2
公开(公告)日：2011-12-13
申请号：US11818795
申请日：2007-06-14
申请人： Alexander Berestov , Ted J. Cooper
发明人： Alexander Berestov , Ted J. Cooper
CPC分类号： H04N1/6033
摘要： A method of and system for calibrating an imaging device is described herein. An iterative method that attempts to find the best calibration parameters conditional upon an error metric is used. Regression is used to estimate values in a color space where the calibration is performed based upon a training data set. More calculation steps are required than would be for a regression in raw RGB space, but the convergence is faster in the color space where the calibration is performed, and the advantages using boundary conditions in the color space is able to provide improved calibration.
摘要翻译： 本文描述了用于校准成像装置的方法和系统。 使用迭代方法，尝试以错误度量为条件找到最佳校准参数。 回归用于估计基于训练数据集执行校准的色彩空间中的值。 需要比原始RGB空间中的回归更多的计算步骤，但是在执行校准的色彩空间中的收敛更快，并且使用颜色空间中的边界条件的优点能够提供改进的校准。
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公开(公告)号：US07847822B2
公开(公告)日：2010-12-07
申请号：US11818801
申请日：2007-06-14
CPC分类号： H04N17/02 , H04N9/045 , H04N17/002
摘要： A system for and method of calibrating an imaging device efficiently is described herein. The imaging device acquires an image of an object that is more than one color. The information acquired is then transferred to a computing device. The information is then used to generate a set of data which represents information which was not acquired in the image. The set of data is generated based on statistical prediction using a training data set. Using acquired image information and the set of data, an imaging device is able to be calibrated. Since the process of calibration utilizing this method only requires one image to be acquired and a reduced set of image information to be sent to the computing device, the process is more efficient than previous implementations.
摘要翻译： 这里描述了一种有效地校准成像装置的系统和方法。 成像装置获取多于一种颜色的对象的图像。 然后将所获取的信息传送到计算设备。 然后，该信息用于生成表示在图像中未获取的信息的一组数据。 基于使用训练数据集的统计预测生成数据集。 使用获取的图像信息和数据集，能够对成像装置进行校准。 由于使用该方法的校准过程仅需要获取一个图像并且将减少的图像信息集合发送到计算设备，所以该处理比先前的实现更有效。
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公开(公告)号：US20080309767A1
公开(公告)日：2008-12-18
申请号：US11818801
申请日：2007-06-14
CPC分类号： H04N17/02 , H04N9/045 , H04N17/002
摘要： A system for and method of calibrating an imaging device efficiently is described herein. The imaging device acquires an image of an object that is more than one color. The information acquired is then transferred to a computing device. The information is then used to generate a set of data which represents information which was not acquired in the image. The set of data is generated based on statistical prediction using a training data set. Using acquired image information and the set of data, an imaging device is able to be calibrated. Since the process of calibration utilizing this method only requires one image to be acquired and a reduced set of image information to be sent to the computing device, the process is more efficient than previous implementations.
摘要翻译： 这里描述了一种有效地校准成像装置的系统和方法。 成像装置获取多于一种颜色的对象的图像。 然后将所获取的信息传送到计算设备。 然后，该信息用于生成表示在图像中未获取的信息的一组数据。 基于使用训练数据集的统计预测生成数据集。 使用获取的图像信息和数据集，能够对成像装置进行校准。 由于使用该方法的校准过程仅需要获取一个图像并且将减少的图像信息集合发送到计算设备，所以该处理比先前的实现更有效。
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公开(公告)号：US07782367B2
公开(公告)日：2010-08-24
申请号：US11818796
申请日：2007-06-14
IPC分类号： H04N5/228
CPC分类号： G06K9/209 , H04N9/045 , H04N9/735 , H04N17/002
摘要： A system for and method of determining calibration parameters while only capturing a single image is described herein. Furthermore, traditional calibration algorithms are avoided by the direct determination of the calibration parameters. The determination of the calibration parameters is possible by first determining a training data set from images acquired of a variety of objects with a multitude of colors. Then, using the training data set, regression coefficients are generated. A camera to be calibrated then acquires only one set of image information such as a single picture. Then, using the regression coefficients and the acquired information, the calibration parameters are directly estimated for that camera.
摘要翻译： 本文描述了仅捕获单个图像的确定校准参数的系统和方法。 此外，通过直接确定校准参数来避免传统的校准算法。 通过首先从具有多种颜色的各种物体获得的图像中确定训练数据集，可以确定校准参数。 然后，使用训练数据集，生成回归系数。 要校准的相机只能获取一组图像信息，例如单张图像。 然后，使用回归系数和所获取的信息，直接针对该相机估计校准参数。
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公开(公告)号：US20080310710A1
公开(公告)日：2008-12-18
申请号：US11818796
申请日：2007-06-14
IPC分类号： G06K9/00
CPC分类号： G06K9/209 , H04N9/045 , H04N9/735 , H04N17/002
摘要： A system for and method of determining calibration parameters while only capturing a single image is described herein. Furthermore, traditional calibration algorithms are avoided by the direct determination of the calibration parameters. The determination of the calibration parameters is possible by first determining a training data set from images acquired of a variety of objects with a multitude of colors. Then, using the training data set, regression coefficients are generated. A camera to be calibrated then acquires only one set of image information such as a single picture. Then, using the regression coefficients and the acquired information, the calibration parameters are directly estimated for that camera.
摘要翻译： 本文描述了仅捕获单个图像的确定校准参数的系统和方法。 此外，通过直接确定校准参数来避免传统的校准算法。 通过首先从具有多种颜色的各种物体获得的图像中确定训练数据集，可以确定校准参数。 然后，使用训练数据集，生成回归系数。 要校准的相机只能获取一组图像信息，例如单张图像。 然后，使用回归系数和所获取的信息，直接针对该相机估计校准参数。
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公开(公告)号：US20080309968A1
公开(公告)日：2008-12-18
申请号：US11818795
申请日：2007-06-14
申请人： Alexander Berestov , Ted J. Cooper
发明人： Alexander Berestov , Ted J. Cooper
IPC分类号： G06F3/12
CPC分类号： H04N1/6033
摘要： A method of and system for calibrating an imaging device is described herein. An iterative method that attempts to find the best calibration parameters conditional upon an error metric is used. Regression is used to estimate values in a color space where the calibration is performed based upon a training data set. More calculation steps are required than would be for a regression in raw RGB space, but the convergence is faster in the color space where the calibration is performed, and the advantages using boundary conditions in the color space is able to provide improved calibration.
摘要翻译： 本文描述了用于校准成像装置的方法和系统。 使用迭代方法，尝试以错误度量为条件找到最佳校准参数。 回归用于估计基于训练数据集执行校准的色彩空间中的值。 需要比原始RGB空间中的回归更多的计算步骤，但是在执行校准的色彩空间中的收敛更快，并且使用颜色空间中的边界条件的优点能够提供改进的校准。
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7.发明授权公开(公告)号：US07088473B2
公开(公告)日：2006-08-08
申请号：US10062941
申请日：2002-01-31
申请人： Ted J. Cooper
发明人： Ted J. Cooper
IPC分类号： H04N1/405
CPC分类号： H04N1/4051 , G06K15/107
摘要： A system and method for effectively implementing a dither matrix for an electronic printer device may preferably create an improved dither matrix with optimal threshold values for use in a corresponding dither tile. During a matrix populating procedure for assigning tile threshold values for the dither matrix, the dither tile may preferably be embedded within a larger frame area of additional adjacent frame cells. A design entity may then preferably compute various cost functions when the additional boundary cells of the frame area are in place. The embedded dither matrix of the dither tile is thus preferably populated within the foregoing frame area so that various boundary effects may be taken into account when an overall cost function of both the dither tile plus the frame area is calculated.
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8.发明授权System and method for color dither matrix creation using human-vision-system gray matrix with multi-cell replacement 失效使用具有多单元替换的人类视觉系统灰度矩阵创建色彩抖动矩阵的系统和方法公开(公告)号：US06862112B2
公开(公告)日：2005-03-01
申请号：US09816585
申请日：2001-03-23
申请人： Ted J. Cooper
发明人： Ted J. Cooper
CPC分类号： H04N1/4051 , H04N1/52
摘要： A system and method for gray-scale or color printing is disclosed. One embodiment of the present invention transposes multiple pairs of pixels at the same time. During this process a record of the values of the cost function is kept. After a good statistical sample of multiple pairs of pixel replacements has occurred, the top five combinations are then selected for further refinement. During this next round of calculations the multiple of pairs of pixels transposed is reduced by a factor of two. In another embodiment of the present invention, the selection of the groups of pixels to transpose is controlled. During the initial iteration stages, a minimal radial offset of separation is imposed upon the pixel selection. Typically this minimum radial offset starts at one quarter of the array height. This selection process ensures that transpositions have the largest mixture around the array.
摘要翻译： 公开了一种用于灰度或彩色打印的系统和方法。 本发明的一个实施例同时转置多对像素。 在此过程中，保留了成本函数值的记录。 在发生多对像素替换的良好统计样本之后，选择前五个组合进行进一步细化。 在下一轮计算期间，转置的像素对中的倍数减少了2倍。 在本发明的另一个实施例中，控制要转置的像素组的选择。 在初始迭代阶段期间，对像素选择施加分离的最小径向偏移。 通常，该最小径向偏移从阵列高度的四分之一开始。 该选择过程确保转置在阵列周围具有最大的混合。
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9.发明授权System and method for effectively implementing an electronic visual map device 有权有效实施电子视觉地图设备的系统和方法公开(公告)号：US06621423B1
公开(公告)日：2003-09-16
申请号：US09655608
申请日：2000-09-06
IPC分类号： G08G1123
CPC分类号： G01C21/36 , G08G1/0969 , G09B29/102
摘要： A system and method for effectively implementing an electronic visual map device comprises a visual map application that provides selected route images for display upon a display device in an initial route mode. The visual map application may also provide selected destination images and related destination information for display upon the display device in a final destination mode. The route images and the destination images may be stored locally in a memory device, or alternately may be downloaded as needed from a distributed computer network using a network manager.
摘要翻译： 一种用于有效实施电子视觉地图设备的系统和方法包括：视觉地图应用，其提供用于在初始路线模式下在显示设备上显示的所选择的路线图像。 视觉地图应用还可以提供所选择的目的地图像和相关目的地信息，以在最终目的地模式中在显示设备上显示。 路线图像和目的图像可以本地存储在存储器装置中，或者可以根据需要使用网络管理器从分布式计算机网络下载。
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10.发明授权公开(公告)号：US06441903B1
公开(公告)日：2002-08-27
申请号：US09290357
申请日：1999-04-12
申请人： Ted J. Cooper
发明人： Ted J. Cooper
IPC分类号： G01N2125
摘要： An optical sensor system is provided which provides portions of the intensity spectrum of various types of natural and artificial light and combinations thereof. The illumination passes through a series of band pass filters or through a diffraction grating to be sensed by a plurality of photosensors sensing different portions of the spectrum. The photosensors are connected to a processing system which can determine the nature of the illuminants from characteristic areas of the intensity spectrum falling on the photosensors.
摘要翻译： 提供一种提供各种类型的天然和人造光的强度谱的部分及其组合的光学传感器系统。 照明通过一系列带通滤光器或通过衍射光栅，以由感测光谱不同部分的多个光电传感器感测。 光传感器连接到处理系统，该处理系统可以从落在光电传感器上的强度光谱的特征区域确定光源的性质。
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