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1. 发明授权

US07116820B2 Detecting and correcting red-eye in a digital image 有权
标题翻译：在数字图像中检测和校正红眼
公开(公告)号：US07116820B2
公开(公告)日：2006-10-03
申请号：US10424419
申请日：2003-04-28
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter
IPC分类号： G06K9/00 , G06K9/40
CPC分类号： G06K9/0061 , H04N1/62 , H04N1/624
摘要： A preliminary set of candidate red-eye pixel areas is identified based on computed pixel redness measures. Candidate red-eye pixel areas having computed redness contrasts relative to respective neighboring pixel areas less than a prescribed redness contrast threshold are filtered from the preliminary set. Candidate red-eye pixel areas located in areas of the digital image having computed grayscale contrasts relative to respective neighboring pixel areas less than a prescribed grayscale contrast threshold also are filtered from the preliminary set. In another aspect, a final pixel mask identifying red-eye pixels and non-red-eye pixels in the candidate red-eye area is generated. Pixels in the candidate red-eye pixel area identified as red-eye pixels in the final pixel mask are desaturated from their original color values by respective scaling factors that vary depending on luminance of the pixels in the candidate red-eye pixel area and proximity of the pixels to boundaries between red-eye pixels and non-red-eye pixels.
摘要翻译：基于计算出的像素发光度量来识别初步的一组候选红眼像素区域。从初步集合中滤出具有相对于相对于相应的相邻像素区域计算的红度对比度的候选红眼像素区域，该相邻像素区域小于规定的红度对比度阈值。从初步集合中滤除位于具有计算的灰度对比度的数字图像的区域中的候选红眼像素区域相对于小于规定灰度对比度阈值的相邻像素区域。在另一方面，生成识别候选红眼区域中的红眼像素和非红眼像素的最终像素掩模。在最终像素掩模中被识别为红眼像素的候选红眼像素区域中的像素从其原始颜色值中减去相应的缩放因子，该比例因子根据候选红眼像素区域中的像素的亮度而变化，像素到红眼像素与非红眼像素之间的边界。

2. 发明申请

US20080112613A1 Detecting And Correcting Redeye In An Image 有权
标题翻译：在图像中检测和校正红眼
公开(公告)号：US20080112613A1
公开(公告)日：2008-05-15
申请号：US12017335
申请日：2008-01-21
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter
IPC分类号： G06K9/00
CPC分类号： G06K9/0061 , H04N1/62 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, pixels of the input image are segmented based on projections of color values of the pixels onto two-dimensional thresholding planes. Candidate redeye pixel areas are identified in the input image based on the segmented pixels of the input image.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，基于将像素的颜色值投影到二维阈值平面上来分割输入图像的像素。基于输入图像的分割像素，在输入图像中识别候选红眼像素区域。

3. 发明申请

US20050047655A1 Detecting and correcting redeye in an image 有权
标题翻译：在图像中检测和校正红眼
公开(公告)号：US20050047655A1
公开(公告)日：2005-03-03
申请号：US10653019
申请日：2003-08-29
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter
IPC分类号： G06K9/00 , H04N1/62 , G06K9/34 , H04N5/217
CPC分类号： G06K9/0061 , H04N1/62 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, pixels of the input image are segmented based on projections of color values of the pixels onto two-dimensional thresholding planes. Candidate redeye pixel areas are identified in the input image based on the segmented pixels of the input image.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，基于将像素的颜色值投影到二维阈值平面上来分割输入图像的像素。基于输入图像的分割像素，在输入图像中识别候选红眼像素区域。

4. 发明申请

US20110019912A1 Detecting And Correcting Peteye 审中-公开
标题翻译：检测和纠正佩蒂
公开(公告)号：US20110019912A1
公开(公告)日：2011-01-27
申请号：US12822864
申请日：2010-06-24
申请人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Hwan Lim
发明人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Hwan Lim
IPC分类号： G06K9/34
CPC分类号： G06K9/0061
摘要： Peteye is the appearance of an unnatural coloration (not necessarily red) of the pupils in an animal appearing in an image captured by a camera with flash illumination. Systems and methods of detecting and correcting peteye are described. In one aspect a classification map segmenting pixels in the input image into peteye pixels and non-peteye pixels is generated based on a respective segmentation condition on values of the pixels. Candidate peteye pixel areas are identified in the classification map. The generating and the identifying processes are repeated with the respective condition replaced by a different respective segmentation condition on the pixel values.
摘要翻译： Peteye是出现在用闪光照相机拍摄的图像中出现的动物中的不自然着色（不一定是红色）的瞳孔的出现。描述了检测和修正peteye的系统和方法。在一个方面，基于对像素的值的相应分割条件来生成将输入图像中的像素分割成peteye像素和非peteye像素的分类图。候选peteye像素区域在分类图中被识别。重复生成和识别处理，其中各个条件由像素值上的不同的相应分割条件替换。

5. 发明授权

US07333653B2 Detecting and correcting redeye in an image 有权
标题翻译：在图像中检测和校正红眼
公开(公告)号：US07333653B2
公开(公告)日：2008-02-19
申请号：US10653019
申请日：2003-08-29
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter
IPC分类号： G06K9/00 , G06K9/34
CPC分类号： G06K9/0061 , H04N1/62 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, pixels of the input image are segmented based on projections of color values of the pixels onto two-dimensional thresholding planes. Candidate redeye pixel areas are identified in the input image based on the segmented pixels of the input image.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，基于将像素的颜色值投影到二维阈值平面上来分割输入图像的像素。基于输入图像的分割像素，在输入图像中识别候选红眼像素区域。

6. 发明申请

US20050047656A1 Systems and methods of detecting and correcting redeye in an image suitable for embedded applications 失效
标题翻译：在适合嵌入式应用的图像中检测和校正红眼的系统和方法
公开(公告)号：US20050047656A1
公开(公告)日：2005-03-03
申请号：US10653021
申请日：2003-08-29
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter , Niaz Pavel
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter , Niaz Pavel
IPC分类号： G06K9/00 , G06T7/00 , G06T7/40 , H04N1/46 , H04N1/62 , H04N5/217
CPC分类号： H04N1/62 , G06K9/0061 , G06T7/90 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, the input image is sub-sampled to generate a thumbnail image, redeye pixel areas are detected in the thumbnail image. In another aspect, an input image having lines of pixels with original color values is processed. One or more redeye pixel areas corresponding to respective areas in the input image are detected. Each pixel in the input image corresponding to the detected redeye pixel areas is classified as a redeye pixel or a non-redeye pixel on a line-by-line basis without reference to pixels in adjacent lines. The original color values of pixels in the input image classified as redeye pixels are corrected.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，对输入图像进行子采样以生成缩略图，在缩略图中检测到红眼像素区域。在另一方面，处理具有原始颜色值的像素行的输入图像。检测与输入图像中的各个区域对应的一个或多个红眼像素区域。对应于检测到的红眼像素区域的输入图像中的每个像素在逐行基础上被分类为红眼像素或非红眼像素，而不参考相邻行中的像素。校正分类为红眼像素的输入图像中的像素的原始颜色值。

7. 发明授权

US07747071B2 Detecting and correcting peteye 有权
标题翻译：检测和纠正peteye
公开(公告)号：US07747071B2
公开(公告)日：2010-06-29
申请号：US11260636
申请日：2005-10-27
申请人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Hwan Lim
发明人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Hwan Lim
IPC分类号： G06K9/00
CPC分类号： G06K9/0061
摘要： Peteye is the appearance of an unnatural coloration (not necessarily red) of the pupils in an animal appearing in an image captured by a camera with flash illumination. Systems and methods of detecting and correcting peteye are described. In one aspect a classification map segmenting pixels in the input image into peteye pixels and non-peteye pixels is generated based on a respective segmentation condition on values of the pixels. Candidate peteye pixel areas are identified in the classification map. The generating and the identifying processes are repeated with the respective condition replaced by a different respective segmentation condition on the pixel values.
摘要翻译： Peteye是出现在用闪光照相机拍摄的图像中出现的动物中的不自然着色（不一定是红色）的瞳孔的出现。描述了检测和修正peteye的系统和方法。在一个方面，基于对像素的值的相应分割条件来生成将输入图像中的像素分割成peteye像素和非peteye像素的分类图。候选peteye像素区域在分类图中被识别。重复生成和识别处理，其中各个条件由像素值上的不同的相应分割条件替换。

8. 发明授权

US08861845B2 Detecting and correcting redeye in an image 有权
标题翻译：在图像中检测和校正红眼
公开(公告)号：US08861845B2
公开(公告)日：2014-10-14
申请号：US12017335
申请日：2008-01-21
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter
IPC分类号： G06K9/34 , G06K9/00 , H04N1/62
CPC分类号： G06K9/0061 , H04N1/62 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, pixels of the input image are segmented based on projections of color values of the pixels onto two-dimensional thresholding planes. Candidate redeye pixel areas are identified in the input image based on the segmented pixels of the input image.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，基于将像素的颜色值投影到二维阈值平面上来分割输入图像的像素。基于输入图像的分割像素，在输入图像中识别候选红眼像素区域。

9. 发明授权

US07454040B2 Systems and methods of detecting and correcting redeye in an image suitable for embedded applications 失效
标题翻译：在适合嵌入式应用的图像中检测和校正红眼的系统和方法
公开(公告)号：US07454040B2
公开(公告)日：2008-11-18
申请号：US10653021
申请日：2003-08-29
申请人： Huitao Luo , Jonathan Yen , Daniel Tretter , Niaz R. Pavel
发明人： Huitao Luo , Jonathan Yen , Daniel Tretter , Niaz R. Pavel
IPC分类号： G06K9/00
CPC分类号： H04N1/62 , G06K9/0061 , G06T7/90 , H04N1/624
摘要： Systems and methods of detecting and correcting redeye in an image are described. In one aspect, the input image is sub-sampled to generate a thumbnail image, redeye pixel areas are detected in the thumbnail image. In another aspect, an input image having lines of pixels with original color values is processed. One or more redeye pixel areas corresponding to respective areas in the input image are detected. Each pixel in the input image corresponding to the detected redeye pixel areas is classified as a redeye pixel or a non-redeye pixel on a line-by-line basis without reference to pixels in adjacent lines. The original color values of pixels in the input image classified as redeye pixels are corrected.
摘要翻译：描述了图像中检测和校正红眼的系统和方法。在一个方面，对输入图像进行子采样以生成缩略图，在缩略图中检测到红眼像素区域。在另一方面，处理具有原始颜色值的像素行的输入图像。检测与输入图像中的各个区域对应的一个或多个红眼像素区域。对应于检测到的红眼像素区域的输入图像中的每个像素在逐行基础上被分类为红眼像素或非红眼像素，而不参考相邻行中的像素。校正分类为红眼像素的输入图像中的像素的原始颜色值。

10. 发明申请

US20070098260A1 Detecting and correcting peteye 有权
标题翻译：检测和纠正peteye
公开(公告)号：US20070098260A1
公开(公告)日：2007-05-03
申请号：US11260636
申请日：2005-10-27
申请人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Lim
发明人： Jonathan Yen , Daniel Tretter , Huitao Luo , Suk Lim
IPC分类号： G06K9/00 , G06K9/34 , G06K9/40
CPC分类号： G06K9/0061
摘要： Peteye is the appearance of an unnatural coloration (not necessarily red) of the pupils in an animal appearing in an image captured by a camera with flash illumination. Systems and methods of detecting and correcting peteye are described. In one aspect a classification map segmenting pixels in the input image into peteye pixels and non-peteye pixels is generated based on a respective segmentation condition on values of the pixels. Candidate peteye pixel areas are identified in the classification map. The generating and the identifying processes are repeated with the respective condition replaced by a different respective segmentation condition on the pixel values.
摘要翻译： Peteye是出现在用闪光照相机拍摄的图像中出现的动物中的不自然着色（不一定是红色）的瞳孔的出现。描述了检测和修正peteye的系统和方法。在一个方面，基于对像素的值的相应分割条件来生成将输入图像中的像素分割成peteye像素和非peteye像素的分类图。候选peteye像素区域在分类图中被识别。重复生成和识别处理，其中各个条件由像素值上的不同的相应分割条件替换。

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