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1. 发明申请

US20050078173A1 Determination of need to service a camera based on detection of blemishes in digital images 有权
标题翻译：基于检测数字图像中的瑕疵确定摄像机的服务需求
公开(公告)号：US20050078173A1
公开(公告)日：2005-04-14
申请号：US10676820
申请日：2003-09-30
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： H04N5/217 , H04N5/225 , H04N5/232 , H04N7/14
CPC分类号： H04N5/23209 , H04N5/217
摘要： A method of automatically determining a need to service a digital image acquisition system including a digital camera with a lens assembly includes analyzing pixels within one or more acquired digital images according to probability determinations that such pixels correspond to blemish artifacts. It is automatically determined whether a threshold distribution of blemish artifacts is present within one or more of the digital images. A need for service is indicated when at least the threshold distribution is determined to be present.
摘要翻译：一种自动确定包括具有透镜组件的数字照相机的数字图像采集系统的需要的方法包括根据这些像素对应于瑕疵伪影的概率确定来分析一个或多个所获取的数字图像内的像素。自动确定在一个或多个数字图像内是否存在瑕疵伪影的阈值分布。当至少确定阈值分布存在时，指示服务需要。

2. 发明申请

US20100259622A1 Determination of need to service a camera based on detection of blemishes in digital images 审中-公开
标题翻译：基于检测数字图像中的瑕疵确定摄像机的服务需求
公开(公告)号：US20100259622A1
公开(公告)日：2010-10-14
申请号：US12661033
申请日：2010-03-08
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： H04N17/00
CPC分类号： H04N5/23209 , H04N5/217
摘要： A method of automatically determining a need to service a digital image acquisition system including a digital camera with a lens assembly includes analyzing pixels within one or more acquired digital images according to probability determinations that such pixels correspond to blemish artifacts. It is automatically determined whether a threshold distribution of blemish artifacts is present within one or more of the digital images. A need for service is indicated when at least the threshold distribution is determined to be present.
摘要翻译：一种自动确定包括具有透镜组件的数字照相机的数字图像采集系统的需要的方法包括根据这些像素对应于瑕疵伪影的概率确定来分析一个或多个所获取的数字图像内的像素。自动确定在一个或多个数字图像内是否存在瑕疵伪影的阈值分布。当至少确定阈值分布存在时，指示服务需要。

3. 发明授权

US07536060B2 Automated statistical self-calibrating detection and removal of blemishes in digital images based on multiple occurrences of dust in images 失效
标题翻译：基于图像中多次出现的灰尘，自动统计自校准检测和去除数字图像中的瑕疵
公开(公告)号：US07536060B2
公开(公告)日：2009-05-19
申请号：US12032595
申请日：2008-02-15
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , H04N5/2178
摘要： A method automatically corrects dust artifact within images acquired by a system including a digital acquisition device including a lens assembly. Multiple original digital images are acquired with the digital acquisition device. Probabilities that certain pixels correspond to dust artifact regions within the images are determined based at least in part on a comparison of suspected dust artifact regions within two or more of the images. Probable dust artifact regions are associated with extracted parameter values relating to the lens assembly when the images were acquired. A statistical dust map is formed including mapped dust regions based on the determining and associating. Pixels corresponding to correlated dust artifact regions are corrected within further digitally-acquired images based on the associated statistical dust map.
摘要翻译：一种方法自动地校正由包括透镜组件的数字采集装置的系统获取的图像内的灰尘伪影。使用数字采集设备采集多个原始数字图像。至少部分地基于两个或多个图像内的可疑灰尘伪影区域的比较来确定某些像素对应于图像内的灰尘伪影区域的概率。当获取图像时，可能的灰尘伪影区域与提取的与透镜组件相关的参数值相关联。基于确定和关联形成统计灰度图，包括映射的灰尘区域。基于相关联的统计灰度图，在相关的灰尘伪影区域内的像素在进一步数字获取的图像内被校正。

4. 发明申请

US20070253638A1 Digital Image Acquisition and Processing System 审中-公开
标题翻译：数字图像采集和处理系统
公开(公告)号：US20070253638A1
公开(公告)日：2007-11-01
申请号：US11735672
申请日：2007-04-16
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , H04N1/4097 , H04N5/2178
摘要： A digital image acquisition and processing system that automatically corrects dust artifact regions within acquired images by compiling a statistical dust map from multiple images acquired under different image acquisition conditions is provided. The system includes a digital camera and an external processing device. The camera includes an optical system for acquiring an image including a lens assembly and an aperture stop, and an electronic sensor array disposed approximately at an image focal plane of the optical system for collecting image data according to spectral information associated with multiple pixels that collectively correspond to the image. The external processing device couples with the digital camera to receive the image data or converted image data internally processed within the digital camera. The external device includes digital processing electronics including a processor for processing the image data according to programming instructions. The system includes one or more memories having programming instructions stored therein for performing a method of automatic image correction of dust defect regions.
摘要翻译：提供一种数字图像采集和处理系统，其通过从不同图像采集条件下获取的多个图像编辑统计灰度图来自动校正所获取的图像内的灰尘伪影区域。该系统包括数码相机和外部处理装置。相机包括用于获取包括透镜组件和孔径光阑的图像的光学系统，以及大致位于光学系统的图像焦平面处的设置的电子传感器阵列，用于根据与多个像素共同对应的光谱信息收集图像数据到图像。外部处理装置与数字照相机耦合以接收数字照相机内部处理的图像数据或经转换的图像数据。外部设备包括数字处理电子设备，包括用于根据编程指令处理图像数据的处理器。该系统包括其中存储有编程指令的一个或多个存储器，用于执行灰尘缺陷区域的自动图像校正的方法。

5. 发明授权

US07545995B2 Automated statistical self-calibrating detection and removal of blemishes in digital images dependent upon changes in extracted parameter values 失效
标题翻译：根据提取的参数值的变化，自动统计自校准检测和去除数字图像中的瑕疵
公开(公告)号：US07545995B2
公开(公告)日：2009-06-09
申请号：US12036421
申请日：2008-02-25
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , H04N1/4097 , H04N5/3675
摘要： A method of automatically correcting dust artifact within images acquired by a system including a digital camera includes determining that certain pixels correspond to dust artifact regions within a first digitally-acquired image. The dust artifact regions are associated with one or more extracted parameters relating to a variable optical system of the digital camera when the first image was acquired. An associated statistical dust map is formed including mapped dust regions based on known correspondence between effects on dust artifact data of values of extracted parameters. Pixels corresponding to correlated dust artifact regions within a second image acquired with said digital camera are corrected according to one or more different values of the extracted parameters relating to the variable optical system based on the associated statistical dust map.
摘要翻译：在由包括数字照相机的系统获取的图像内自动校正灰尘伪影的方法包括确定某些像素对应于第一数字获取图像内的灰尘伪影区域。当获取第一图像时，灰尘伪影区域与与数字照相机的可变光学系统相关的一个或多个提取的参数相关联。基于提取的参数值的灰尘伪影数据的影响之间的已知对应关系，形成关联的统计灰度图，包括映射的灰尘区域。根据与可变光学系统相关的提取的参数的一个或多个不同的值，基于相关联的统计灰度图来校正对应于利用所述数字照相机获取的第二图像内的相关灰尘伪影区域的像素。

6. 发明授权

US07424170B2 Automated statistical self-calibrating detection and removal of blemishes in digital images based on determining probabilities based on image analysis of single images 有权
标题翻译：基于单个图像的图像分析确定概率，自动统计自校准检测和去除数字图像中的瑕疵
公开(公告)号：US07424170B2
公开(公告)日：2008-09-09
申请号：US10677140
申请日：2003-09-30
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , G06T5/005 , H04N5/3572 , H04N5/3675
摘要： A method of automatically correcting dust artifact within images acquired by a system including a digital camera includes determining probabilities of dust artifact regions corresponding to pixels within a digitally-acquired image based at least in part on a pixel analysis of the region in view of predetermined characteristics indicative of the presence of a dust artifact region. The dust artifact regions are associated with one or more extracted parameters relating to the optical system when the image was acquired. A statistical dust map is formed including mapped dust regions based on the dust artifact determining and associating operations. Digital data is corrected corresponding to correlated dust artifact regions within the acquired image based on the associated statistical dust map.
摘要翻译：一种自动校正由包括数字照相机的系统获取的图像内的灰尘伪影的方法，至少部分地基于预定特性的区域的像素分析来确定对应于数字获取图像内的像素的灰尘伪影区域的概率指示存在尘埃伪影区域。当获取图像时，灰尘伪影区域与与光学系统有关的一个或多个提取的参数相关联。形成统计灰度图，包括基于灰尘伪影确定和关联操作的映射灰尘区域。基于相关联的统计灰度图，数字数据对应于所获取的图像内的相关灰尘伪影区域被校正。

7. 发明申请

US20050068447A1 Digital image acquisition and processing system 有权
标题翻译：数字图像采集和处理系统
公开(公告)号：US20050068447A1
公开(公告)日：2005-03-31
申请号：US10676835
申请日：2003-09-30
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/34 , G06T5/00 , H04N1/409 , H04N5/217 , H04N5/225 , H04N5/372
CPC分类号： G06K9/346 , G06K2209/01 , H04N1/4097 , H04N5/2178
摘要： A digital image acquisition and processing system that automatically corrects dust artifact regions within acquired images by compiling a statistical dust map from multiple images acquired under different image acquisition conditions is provided. The system includes a digital camera and an external processing device. The camera includes an optical system for acquiring an image including a lens assembly and an aperture stop, and an electronic sensor array disposed approximately at an image focal plane of the optical system for collecting image data according to spectral information associated with multiple pixels that collectively correspond to the image. The external processing device couples with the digital camera to receive the image data or converted image data internally processed within the digital camera. The external device includes digital processing electronics including a processor for processing the image data according to programming instructions. The system includes one or more memories having programming instructions stored therein for performing a method of automatic image correction of dust defect regions.
摘要翻译：提供一种数字图像采集和处理系统，其通过从不同图像采集条件下获取的多个图像编辑统计灰度图来自动校正所获取的图像内的灰尘伪影区域。该系统包括数码相机和外部处理装置。相机包括用于获取包括透镜组件和孔径光阑的图像的光学系统，以及大致位于光学系统的图像焦平面处的设置的电子传感器阵列，用于根据与多个像素共同对应的光谱信息收集图像数据到图像。外部处理装置与数字照相机耦合以接收数字照相机内部处理的图像数据或经转换的图像数据。外部设备包括数字处理电子设备，包括用于根据编程指令处理图像数据的处理器。该系统包括其中存储有编程指令的一个或多个存储器，用于执行灰尘缺陷区域的自动图像校正的方法。

8. 发明授权

US07676110B2 Determination of need to service a camera based on detection of blemishes in digital images 有权
公开(公告)号：US07676110B2
公开(公告)日：2010-03-09
申请号：US10676820
申请日：2003-09-30
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： H04N7/14
CPC分类号： H04N5/23209 , H04N5/217
摘要： A method of automatically determining a need to service a digital image acquisition system including a digital camera with a lens assembly includes analyzing pixels within one or more acquired digital images according to probability determinations that such pixels correspond to blemish artifacts. It is automatically determined whether a threshold distribution of blemish artifacts is present within one or more of the digital images. A need for service is indicated when at least the threshold distribution is determined to be present.

9. 发明申请

US20080152255A1 Automated statistical self-calibrating detection and removal of blemishes in digital images dependent upon changes in extracted parameter values 失效
标题翻译：根据提取的参数值的变化，自动统计自校准检测和去除数字图像中的瑕疵
公开(公告)号：US20080152255A1
公开(公告)日：2008-06-26
申请号：US12036421
申请日：2008-02-25
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , H04N1/4097 , H04N5/3675
摘要： A method of automatically correcting dust artifact within images acquired by a system including a digital camera includes determining that certain pixels correspond to dust artifact regions within a first digitally-acquired image. The dust artifact regions are associated with one or more extracted parameters relating to a variable optical system of the digital camera when the first image was acquired. An associated statistical dust map is formed including mapped dust regions based on known correspondence between effects on dust artifact data of values of extracted parameters. Pixels corresponding to correlated dust artifact regions within a second image acquired with said digital camera are corrected according to one or more different values of the extracted parameters relating to the variable optical system based on the associated statistical dust map.
摘要翻译：在由包括数字照相机的系统获取的图像内自动校正灰尘伪影的方法包括确定某些像素对应于第一数字获取图像内的灰尘伪影区域。当获取第一图像时，灰尘伪影区域与与数字照相机的可变光学系统相关的一个或多个提取的参数相关联。基于提取的参数值的灰尘伪影数据的影响之间的已知对应关系，形成关联的统计灰度图，包括映射的灰尘区域。根据与可变光学系统相关的提取的参数的一个或多个不同的值，基于相关联的统计灰度图来校正对应于利用所述数字照相机获取的第二图像内的相关灰尘伪影区域的像素。

10. 发明申请

US20080144965A1 Automated statistical self-calibrating detection and removal of blemishes in digital images based on multiple occurrences of dust in images 失效
公开(公告)号：US20080144965A1
公开(公告)日：2008-06-19
申请号：US12032595
申请日：2008-02-15
申请人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
发明人： Eran Steinberg , Yury Prilutsky , Peter Corcoran , Petronel Bigioi , Adrian Zamfir , Vasile Buzuloiu , Danutz Ursu , Marta Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/346 , G06K2209/01 , H04N5/2178
摘要： A method automatically corrects dust artifact within images acquired by a system including a digital acquisition device including a lens assembly. Multiple original digital images are acquired with the digital acquisition device. Probabilities that certain pixels correspond to dust artifact regions within the images are determined based at least in part on a comparison of suspected dust artifact regions within two or more of the images. Probable dust artifact regions are associated with extracted parameter values relating to the lens assembly when the images were acquired. A statistical dust map is formed including mapped dust regions based on the determining and associating. Pixels corresponding to correlated dust artifact regions are corrected within further digitally-acquired images based on the associated statistical dust map.

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