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1.发明授权Rapid auto-focus using classifier chains, MEMS and/or multiple object focusing 有权使用分类器链，MEMS和/或多个对象聚焦快速自动对焦公开(公告)号：US08659697B2
公开(公告)日：2014-02-25
申请号：US12944703
申请日：2010-11-11
CPC分类号： H04N5/23212 , G06K9/00228 , G06K9/6257 , H04N5/23219
摘要： A smart-focusing technique includes identifying an object of interest, such as a face, in a digital image. A focus-generic classifier chain is applied that is trained to match both focused and unfocused faces and/or data from a face tracking module is accepted. Multiple focus-specific classifier chains are applied, including a first chain trained to match substantially out of focus faces, and a second chain trained to match slightly out of focus faces. Focus position is rapidly adjusted using a MEMS component.
摘要翻译： 智能对焦技术包括在数字图像中识别感兴趣对象，例如面部。 应用聚焦通用分类器链，其被训练以匹配聚焦和未聚焦的面部和/或来自面部跟踪模块的数据被接受。 应用多个特定于焦点的分类器链，包括训练成基本上匹配焦点面部匹配的第一个链，以及训练为稍微匹配对焦面的第二个链。 使用MEMS组件快速调整对焦位置。
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公开(公告)号：US08648959B2
公开(公告)日：2014-02-11
申请号：US12944701
申请日：2010-11-11
CPC分类号： G06K9/6267 , G06K9/00255 , G06T5/003
摘要： A smart-focusing technique includes identifying an object of interest, such as a face, in a digital image. A focus-generic classifier chain is applied that is trained to match both focused and unfocused faces and/or data from a face tracking module is accepted. Multiple focus-specific classifier chains are applied, including a first chain trained to match substantially out of focus faces, and a second chain trained to match slightly out of focus faces. Focus position is rapidly adjusted using a MEMS component.
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公开(公告)号：US20120120269A1
公开(公告)日：2012-05-17
申请号：US12944703
申请日：2010-11-11
CPC分类号： H04N5/23212 , G06K9/00228 , G06K9/6257 , H04N5/23219
摘要： A smart-focusing technique includes identifying an object of interest, such as a face, in a digital image. A focus-generic classifier chain is applied that is trained to match both focused and unfocused faces and/or data from a face tracking module is accepted. Multiple focus-specific classifier chains are applied, including a first chain trained to match substantially out of focus faces, and a second chain trained to match slightly out of focus faces. Focus position is rapidly adjusted using a MEMS component.
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4.发明申请FACE TRACKER AND PARTIAL FACE TRACKER FOR RED-EYE FILTER METHOD AND APPARATUS 有权用于红眼过滤器方法和装置的面部跟踪器和部分面部跟踪器公开(公告)号：US20100053368A1
公开(公告)日：2010-03-04
申请号：US12551335
申请日：2009-08-31
申请人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Eran Steinberg
发明人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Eran Steinberg
CPC分类号： G06K9/00248 , G06K9/0061 , G06K9/4614 , G06T5/005 , G06T2207/30216 , H04N1/62 , H04N1/624 , H04N5/23219 , H04N5/23229 , H04N5/2354
摘要： An image acquisition device includes a flash and optical system for capturing digital images. A face tracker identifies face regions within a series of one or more relatively low resolution reference images, and predicts face regions within a main digital image. A face analyzer determines one or more partial face regions within the one or more face regions each including at least one eye. A red-eye filter modifies an area within the main digital image indicative of a red-eye phenomenon based on an analysis of one or more partial face regions within the one or more face regions identified and predicted by the face tracker.
摘要翻译： 图像采集装置包括用于捕捉数字图像的闪光和光学系统。 面部跟踪器识别一系列一个或多个相对低分辨率参考图像内的面部区域，并且预测主数字图像内的面部区域。 面部分析器确定一个或多个面部区域内的一个或多个部分面部区域，每个面部区域包括至少一个眼睛。 红眼滤光器基于由面部追踪器识别和预测的一个或多个面部区域内的一个或多个部分面部区域的分析，修改指示红眼现象的主数字图像内的区域。
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公开(公告)号：US20100053367A1
公开(公告)日：2010-03-04
申请号：US12551312
申请日：2009-08-31
申请人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean
发明人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean
CPC分类号： G06K9/00248 , G06K9/0061 , G06K9/4614 , G06T5/005 , G06T7/90 , G06T2207/30216 , H04N1/62 , H04N1/624 , H04N5/232 , H04N5/23219 , H04N5/23222 , H04N5/2354
摘要： An image acquisition device includes a flash and optical system for capturing digital images. A partial face tracker identifies partial face regions within a series of one or more relatively low resolution reference images, and predicts partial face regions within a main digital image. A red-eye filter for modifies an area within the main digital image indicative of a red-eye phenomenon based on an analysis of the partial face regions identified and predicted by the partial face tracker.
摘要翻译： 图像采集装置包括用于捕捉数字图像的闪光和光学系统。 部分面部跟踪器识别一系列一个或多个相对低分辨率参考图像内的部分面部区域，并且预测主数字图像内的部分面部区域。 一种红眼滤波器，用于基于由部分面部追踪器识别和预测的部分面部区域的分析来修改主数字图像内指示红眼现象的区域。
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公开(公告)号：US09412007B2
公开(公告)日：2016-08-09
申请号：US12551282
申请日：2009-08-31
申请人： Florin Nanu , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir
发明人： Florin Nanu , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir
CPC分类号： H04N1/624 , G06K9/00248 , G06K9/0061 , G06K9/4614 , G06T5/005 , G06T7/408 , G06T7/90 , G06T2207/30216 , H04N1/62 , H04N5/2354
摘要： A digital camera has an integral flash and stores and displays a digital image. Under certain conditions, a flash photograph taken with the camera may result in a red-eye phenomenon due to a reflection within an eye of a subject of the photograph. A digital apparatus has a red-eye filter which analyzes at least one partial face region identified within the digital image for the red-eye phenomenon and modifies the image to eliminate the red-eye phenomenon by changing the red area to black. The modification of the image is enabled when a photograph is taken under conditions indicative of the red-eye phenomenon. The modification is subject to anti-falsing analysis which further examines the area around the red-eye area for indicia of the eye of the subject. The detection and correction can be optimized for performance and quality by operating on subsample versions of the image when appropriate.
摘要翻译： 数码相机具有整体闪光灯，并存储和显示数字图像。 在某些条件下，用相机拍摄的闪光照片可能会由于照片中的对象的眼睛内的反射而导致红眼现象。 数字设备具有红眼滤光器，其分析在数字图像中识别的至少一个部分面部区域用于红眼现象，并通过将红色区域改变为黑色来修改图像以消除红眼现象。 当在指示红眼现象的条件下拍摄照片时，能够进行图像的修改。 该修改受到反假冒分析的限制，该分析进一步检查红眼区域周围区域的标记对象的眼睛。 通过在适当的情况下对图像的子样本版本进行操作，可以对性能和质量进行优化。
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公开(公告)号：US20070189606A1
公开(公告)日：2007-08-16
申请号：US11674633
申请日：2007-02-13
申请人： Mihai Ciuc , Florin Nanu , Stefan Petrescu , Adrian Capata , Constantin Vertan , Peter Corcoran , Petronel Bigioi , Eran Steinberg
发明人： Mihai Ciuc , Florin Nanu , Stefan Petrescu , Adrian Capata , Constantin Vertan , Peter Corcoran , Petronel Bigioi , Eran Steinberg
CPC分类号： G06K9/0061 , G06T7/0002 , G06T7/64 , G06T7/90 , G06T2207/20061 , G06T2207/30216
摘要： A technique for detecting large and small non-red eye flash defects in an image is disclosed. The method comprises selecting pixels of the image which have a luminance above a threshold value and labeling neighboring selected pixels as luminous regions. A number of geometrical filters are applied to the luminous regions to remove false candidate luminous regions.
摘要翻译： 公开了一种用于检测图像中的大和小的非红眼闪光缺陷的技术。 该方法包括选择具有高于阈值的亮度的图像的像素，并将相邻的所选像素标记为发光区域。 将多个几何滤波器应用于发光区域以去除假候选发光区域。
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公开(公告)号：US08254674B2
公开(公告)日：2012-08-28
申请号：US12551258
申请日：2009-08-31
申请人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean
发明人： Florin Nanu , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean
IPC分类号： G06K9/00
CPC分类号： H04N5/2256 , G06T5/005 , G06T5/008 , G06T7/11 , G06T7/136 , G06T7/90 , G06T2207/10024 , G06T2207/30216 , H04N1/624 , H04N5/23219
摘要： A method for red-eye detection in an acquired digital image includes acquiring a first image, and analyzing one or more partial face regions within the first image. One or more characteristics of the first image are determined. One or more corrective processes are identified including red eye correction that can be beneficially applied to the first image according to the one or more characteristics. The one or more corrective processes are applied to the first image.
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9.发明申请RAPID AUTO-FOCUS USING CLASSIFIER CHAINS, MEMS AND/OR MULTIPLE OBJECT FOCUSING 有权使用分类器链，MEMS和/或多个对象聚焦的快速自动对焦公开(公告)号：US20120120283A1
公开(公告)日：2012-05-17
申请号：US12944701
申请日：2010-11-11
CPC分类号： G06K9/6267 , G06K9/00255 , G06T5/003
摘要： A smart-focusing technique includes identifying an object of interest, such as a face, in a digital image. A focus-generic classifier chain is applied that is trained to match both focused and unfocused faces and/or data from a face tracking module is accepted. Multiple focus-specific classifier chains are applied, including a first chain trained to match substantially out of focus faces, and a second chain trained to match slightly out of focus faces. Focus position is rapidly adjusted using a MEMS component.
摘要翻译： 智能对焦技术包括在数字图像中识别感兴趣对象，例如面部。 应用聚焦通用分类器链，其被训练以匹配聚焦和未聚焦的面部和/或来自面部跟踪模块的数据被接受。 应用多个特定于焦点的分类器链，包括训练成基本上匹配焦点面部匹配的第一个链，以及训练为稍微匹配对焦面的第二个链。 使用MEMS组件快速调整对焦位置。
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10.发明授权Analyzing partial face regions for red-eye detection in acquired digital images 有权在采集的数字图像中分析部分脸部区域进行红眼检测公开(公告)号：US08036460B2
公开(公告)日：2011-10-11
申请号：US12834901
申请日：2010-07-13
申请人： Florin Nanu , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir
发明人： Florin Nanu , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Stefan Petrescu , Mihnea Gangea , Adrian Capata , Mihai Ciuc , Adrian Zamfir
IPC分类号： G06K9/00
CPC分类号： H04N5/2256 , G06T5/005 , G06T5/008 , G06T7/11 , G06T7/136 , G06T7/90 , G06T2207/10024 , G06T2207/30216 , H04N1/624 , H04N5/23219
摘要： A method for red-eye detection in an acquired digital image includes acquiring a first image, and analyzing one or more partial face regions within the first image. One or more characteristics of the first image are determined. One or more corrective processes are identified including red eye correction that can be beneficially applied to the first image according to the one or more characteristics. The one or more corrective processes are applied to the first image.
摘要翻译： 所获取的数字图像中的红眼检测方法包括获取第一图像，以及分析第一图像内的一个或多个部分面部区域。 确定第一图像的一个或多个特征。 识别一个或多个校正过程，包括根据一个或多个特征可以有益地应用于第一图像的红眼校正。 一个或多个校正过程被应用于第一图像。
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