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1. 发明公开

EP1636752A2 COLOR UNMIXING AND REGION OF INTEREST DETECTION IN TISSUE SAMPLES 审中-公开
标题翻译： FARBENTMISCHUNG和感兴趣的区域在组织样品识别
公开(公告)号：EP1636752A2
公开(公告)日：2006-03-22
申请号：EP04753652.9
申请日：2004-05-28
申请人： Rabinovich, Andrew M.
发明人： Rabinovich, Andrew M.
IPC分类号： G06T1/00
CPC分类号： G06K9/0014 , G06K9/00127 , G06K9/4619 , G06K9/624
摘要： In a method and system and machine-readable medium, colors in an image (200) are unmixed (202) using a matrix X = AS, where A is a ns. x nd matrix of spectral definitions, where s is the number of spectral components and d is the number of dyes into which the image is decomposed, and where S is a ns x l matrix of amounts of each dye at every pixel, where l is the number of pixels; the matrix X is constrained for solution by an unsupervised matrix decomposition method having constraints consistent with properties of an additive color model; and nd is determined. A texture is determined to identify areas of interest. Further processing may automatically measure cell dye concentration in the determined regions of interest.

2. 发明申请

WO2004111930A9 COLOR UNMIXING AND REGION OF INTEREST DETECTION IN TISSUE SAMPLES 审中-公开
标题翻译：组织样本中色彩的兴趣和兴趣区域的检测
公开(公告)号：WO2004111930A9
公开(公告)日：2005-05-06
申请号：PCT/US2004016858
申请日：2004-05-28
申请人： RABINOVICH ANDREW M
发明人： RABINOVICH ANDREW M
IPC分类号： G06K9/00 , G06K9/46 , G06K9/62 , G06T20060101
CPC分类号： G06K9/0014 , G06K9/00127 , G06K9/4619 , G06K9/624
摘要： In a method and system and machine-readable medium, colors in an image (200) are unmixed (202) using a matrix X = AS, where A is a ns. x nd matrix of spectral definitions, where s is the number of spectral components and d is the number of dyes into which the image is decomposed, and where S is a ns x l matrix of amounts of each dye at every pixel, where l is the number of pixels; the matrix X is constrained for solution by an unsupervised matrix decomposition method having constraints consistent with properties of an additive color model; and nd is determined. A texture is determined to identify areas of interest. Further processing may automatically measure cell dye concentration in the determined regions of interest.
摘要翻译：在方法和系统和机器可读介质中，图像（200）中的颜色使用矩阵X = AS而不混合（202），其中A是ns。光谱定义的第x个矩阵，其中s是光谱分量的数量，d是图像分解成的染料的数量，其中S是每个像素处的每个染料的量的ns×1矩阵，其中l是像素数; 通过具有与加性颜色模型的属性一致的约束的无监督矩阵分解方法来限制矩阵X的解; 并确定nd。确定纹理以识别感兴趣的区域。进一步的处理可以自动测量所确定的感兴趣区域中的细胞染料浓度。

3. 发明申请

WO2004111930A3 COLOR UNMIXING AND REGION OF INTEREST DETECTION IN TISSUE SAMPLES 审中-公开
标题翻译：彩色人体组织样本和感兴趣区域检测
公开(公告)号：WO2004111930A3
公开(公告)日：2005-03-24
申请号：PCT/US2004016858
申请日：2004-05-28
申请人： RABINOVICH ANDREW M
发明人： RABINOVICH ANDREW M
IPC分类号： G06K9/00 , G06K9/46 , G06K9/62 , G06T20060101
CPC分类号： G06K9/0014 , G06K9/00127 , G06K9/4619 , G06K9/624
摘要： In a method and system and machine-readable medium, colors in an image (200) are unmixed (202) using a matrix X = AS, where A is a ns. x nd matrix of spectral definitions, where s is the number of spectral components and d is the number of dyes into which the image is decomposed, and where S is a ns x l matrix of amounts of each dye at every pixel, where l is the number of pixels; the matrix X is constrained for solution by an unsupervised matrix decomposition method having constraints consistent with properties of an additive color model; and nd is determined. A texture is determined to identify areas of interest. Further processing may automatically measure cell dye concentration in the determined regions of interest.
摘要翻译：在方法和系统以及机器可读介质中，使用矩阵X = AS将图像（200）中的颜色解混（202），其中A是ns。 x是光谱定义的矩阵，其中s是光谱分量的数量，并且d是图像被分解成的染料的数量，并且其中S是在每个像素处的每种染料的量的ns×1矩阵，其中l是像素数量; 通过具有与加性颜色模型的性质一致的约束的无监督矩阵分解方法来约束矩阵X以求解; 并且nd被确定。纹理被确定以识别感兴趣的区域。进一步处理可以自动测量所确定的感兴趣区域中的细胞染料浓度。

4. 发明申请

WO2004111930A2 COLOR UNMIXING AND REGION OF INTEREST DETECTION IN TISSUE SAMPLES 审中-公开
标题翻译：组织样本中色彩的兴趣和兴趣区域的检测
公开(公告)号：WO2004111930A2
公开(公告)日：2004-12-23
申请号：PCT/US2004/016858
申请日：2004-05-28
申请人： RABINOVICH, Andrew, M.
发明人： RABINOVICH, Andrew, M.
IPC分类号： G06T
CPC分类号： G06K9/0014 , G06K9/00127 , G06K9/4619 , G06K9/624
摘要： In a method and system and machine-readable medium, colors in an image are unmixed using a matrix X = AS, where A is a n s . x n d matrix of spectral definitions, where s is the number of spectral components and d is the number of dyes into which the image is decomposed, and where S is a n s x / matrix of amounts of each dye at every pixel, where / is the number of pixels; the matrix X is constrained for solution by an unsupervised matrix decomposition method having constraints consistent with properties of an additive color model; and n d is determined. A texture is determined to identify areas of interest. Further processing may automatically measure cell dye concentration in the determined regions of interest.
摘要翻译：在方法和系统和机器可读介质中，图像中的颜色使用矩阵X = AS而不混合，其中A是ns。光谱定义的第x个矩阵，其中s是光谱分量的数量，d是图像被分解成的染料的数量，其中S是每个像素处的每个染料的量的ns×/矩阵，其中，像素数; 通过具有与加性颜色模型的属性一致的约束的无监督矩阵分解方法来限制矩阵X的解; 并确定nd。确定纹理以识别感兴趣的区域。进一步的处理可以自动测量所确定的感兴趣区域中的细胞染料浓度。

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