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91. 发明授权

US07436998B2 Method and apparatus for red-eye detection in an acquired digital image based on image quality pre and post filtering 有权
标题翻译：基于图像质量前后滤波的获取的数字图像中的红眼检测方法和装置
公开(公告)号：US07436998B2
公开(公告)日：2008-10-14
申请号：US11123971
申请日：2005-05-06
申请人： Eran Steinberg , Peter Corcoran , Yury Prilutsky , Petronel Bigioi , Florin Nanu
发明人： Eran Steinberg , Peter Corcoran , Yury Prilutsky , Petronel Bigioi , Florin Nanu
IPC分类号： G06K9/00
CPC分类号： H04N1/62 , G06K9/0061 , G06T5/005 , G06T5/008 , G06T7/90 , G06T2207/30216 , H04N1/624
摘要： A method for red-eye detection in an acquired digital image comprises acquiring a first image and analyzing the first acquired image to provide characteristics indicative of image quality. The process then determines if one or more corrective processes can be beneficially applied to the first acquired image according to the characteristics. Any such corrective processes are applied and red-eye defects are detected in an established order established according to determination and analysis of characteristics of the corrective process and/or resulting image qualities. Defect correction can comprise applying one or more image correction operations, or a chain of two or more red-eye filters to the first acquired image. In this case, prior to the detecting step, it is determined if the red-eye filter or red eye filter chain should be applied before or after image corrective processes and whether the red eye filter can be adapted in accordance with the characteristics. The red-eye filter and the order in which it is executed in relation to the various image corrective operations may be adapted accordingly.
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并分析第一获取图像以提供指示图像质量的特征。然后，该过程确定是否可以根据特征将一个或多个校正过程有益地应用于第一获取的图像。应用任何这样的校正过程，并且按照根据校正过程的特性的确定和分析建立的既定顺序和/或所得到的图像质量来检测红眼缺陷。缺陷校正可以包括将一个或多个图像校正操作或两个或更多个红眼滤波器的链应用于第一获取的图像。在这种情况下，在检测步骤之前，确定在图像校正处理之前或之后是否应用红眼滤波器或红眼滤波器链，以及是否可以根据特性适配红眼滤波器。可以相应地调整红眼滤波器及其相对于各种图像校正操作执行它的顺序。

92. 发明申请

US20080219581A1 Image Processing Method and Apparatus 有权
标题翻译：图像处理方法和装置
公开(公告)号：US20080219581A1
公开(公告)日：2008-09-11
申请号：US11856721
申请日：2007-09-18
申请人： Felix Albu , Eran Steinberg , Alexandru Drimbarean , Corneliu Florea , Adrian Zamfir , Peter Corcoran , Vlad Poenaru
发明人： Felix Albu , Eran Steinberg , Alexandru Drimbarean , Corneliu Florea , Adrian Zamfir , Peter Corcoran , Vlad Poenaru
IPC分类号： G06K9/40
CPC分类号： G06T5/003 , G06T3/4053 , G06T5/00 , G06T5/50 , G06T2207/20201
摘要： A method and apparatus for providing image processing. For one embodiment of the invention, an image processing apparatus is arranged to process a first relatively underexposed and sharp image of a scene, and a second relatively well exposed and blurred image, nominally of the same scene, the first and second images being derived from respective image sources. The apparatus provides a portion of the relatively first underexposed image as an input signal to an adaptive filter; and a corresponding portion of the second relatively well exposed image as a desired signal to the adaptive filter. The adaptive filter produces an output signal from the input signal and the desired signal; and an image generator constructs a first filtered image from the output signal, relatively less blurred than the second image.
摘要翻译：一种用于提供图像处理的方法和装置。对于本发明的一个实施例，图像处理装置被布置为处理场景的第一相对不足曝光和清晰的图像，以及名义上为相同场景的第二相对良好曝光和模糊的图像，第一和第二图像从各自的图像来源。该装置将相对第一曝光不足的图像的一部分提供给自适应滤波器的输入信号; 以及第二相对良好曝光的图像的相应部分作为自适应滤波器的期望信号。自适应滤波器产生来自输入信号和期望信号的输出信号; 并且图像发生器从输出信号构建第一滤波图像，其比第二图像相对较少地模糊。

93. 发明申请

US20080075385A1 Detection and Correction of Flash Artifacts from Airborne Particulates 有权
标题翻译：从空气中微粒的闪烁物体的检测和校正
公开(公告)号：US20080075385A1
公开(公告)日：2008-03-27
申请号：US11836744
申请日：2007-08-09
申请人： Emilian David , Constantin Vertan , Adrian Zamfir , Alexandru Drimbarean , Peter Corcoran , Eran Steinberg
发明人： Emilian David , Constantin Vertan , Adrian Zamfir , Alexandru Drimbarean , Peter Corcoran , Eran Steinberg
IPC分类号： G06K9/40
CPC分类号： G06K9/40 , G06K9/4633 , G06T5/002 , G06T5/008 , G06T5/40 , G06T7/11 , G06T7/136 , G06T2207/20032
摘要： Flash image orb artifacts arising from specular reflections from airborne particles are corrected. A specific location is detected within a digital image of a flash image airborne particle artifact (orb). A defined curved plane shape is electronically identified within the image. Luminances are analyzed of pixels within the identified shape to assess whether the shape in fact corresponds to an orb. The digital image is corrected by removing the orb. One or more pixel values are adjusted inside the orb, and one or more edge pixel values of the orb are also adjusted.
摘要翻译：来自空气中颗粒的镜面反射产生的闪光图像球体伪像被校正。在闪光图像空气中的颗粒伪影（orb）的数字图像内检测到特定位置。在图像中以电子方式识别限定的弯曲平面形状。对所识别形状内的像素进行亮度分析，以评估其形状实际上是否对应于球体。通过移除球体来校正数字图像。在球体内部调整一个或多个像素值，并且还调整球体的一个或多个边缘像素值。

94. 发明申请

US20080069433A1 DETECTION OF AIRBORNE FLASH ARTIFACTS USING PREFLASH IMAGE 失效
标题翻译：使用PREFLASH图像检测AIRBORNE FLASH ARTIFACTS
公开(公告)号：US20080069433A1
公开(公告)日：2008-03-20
申请号：US11836773
申请日：2007-08-09
申请人： Peter Corcoran , Eran Steinberg , Alexandru Drimbarean , Constantin Vertan , Adrian Zamfir
发明人： Peter Corcoran , Eran Steinberg , Alexandru Drimbarean , Constantin Vertan , Adrian Zamfir
IPC分类号： G06K9/40
CPC分类号： G06K9/40 , G06K9/4633 , G06T5/002 , G06T5/008 , G06T5/40 , G06T7/11 , G06T7/136 , G06T2207/20032
摘要： Flash image orb artifacts arising from specular reflections from airborne particles are corrected. An image of a scene using flash illumination and a reference image of substantially the same scene are acquired. The reference and flash images are subtracted to generate a difference image. Edge and interior region features of an orb artifact within the difference image are determined. The edge feature is matched with the interior region, and the orb artifact is corrected from the flash image based on the matching.
摘要翻译：来自空气中颗粒的镜面反射产生的闪光图像球体伪像被校正。获取使用闪光照明的场景的图像和基本上相同的场景的参考图像。减去参考和闪光图像以产生差分图像。确定差异图像内的球体伪像的边缘和内部区域特征。边缘特征与内部区域匹配，并且基于匹配从闪光图像校正球体伪影。

95. 发明申请

US20080043122A1 Perfecting the Effect of Flash within an Image Acquisition Devices Using Face Detection 有权
标题翻译：在使用人脸检测的图像采集设备中完善Flash的效果
公开(公告)号：US20080043122A1
公开(公告)日：2008-02-21
申请号：US11773815
申请日：2007-07-05
申请人： Eran Steinberg , Peter Corcoran , Petronel Bigioi
发明人： Eran Steinberg , Peter Corcoran , Petronel Bigioi
IPC分类号： H04N5/262
CPC分类号： G06K9/00 , G06T5/00 , H04N5/23219 , H04N5/2352 , H04N5/2354
摘要： Within a digital acquisition device with a built in flash unit, the exposure of an acquired digital image is perfected using face detection in the acquired image is provided. Groups of pixels that correspond to plural images of faces are identified within a digitally acquired image, and corresponding image attributes to the group of pixels are determined. An analysis is performed of the corresponding attributes of the groups of pixels. It is then determined to activate the built-in flash unit based on the analysis. An intensity of the built-in flash unit is determined based on the analysis. Alternatively based on similar analysis, a digital simulation of the fill flash is performed on the image.
摘要翻译：在具有内置闪光单元的数字采集装置内，通过提供所获取的图像中的脸部检测来完善所获取的数字图像的曝光。在数字获取的图像内识别对应于多个面部图像的像素组，并且确定对像素组的对应图像属性。对像素组的相应属性进行分析。然后根据分析确定激活内置闪光灯组件。基于分析确定内置闪光灯组件的强度。或者基于类似的分析，对图像执行填充闪光的数字模拟。

96. 发明申请

US20080043121A1 Optimized Performance and Performance for Red-Eye Filter Method and Apparatus 审中-公开
公开(公告)号：US20080043121A1
公开(公告)日：2008-02-21
申请号：US11772427
申请日：2007-07-02
申请人： Yury Prilutsky , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Adrian Capata , Florin Nanu
发明人： Yury Prilutsky , Eran Steinberg , Peter Corcoran , Alexei Pososin , Petronel Bigioi , Alexandru Drimbarean , Adrian Capata , Florin Nanu
IPC分类号： H04N5/262
CPC分类号： G06K9/0061 , G03B15/05 , G03B2215/05 , G06K2009/00322 , G06T5/005 , G06T7/70 , G06T7/90 , G06T2207/10024 , G06T2207/30216 , H04N1/62 , H04N1/624 , 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 the stored image for the red-eye phenomenon and modifies the stored 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.

97. 发明申请

US20080037838A1 Real-Time Face Tracking in a Digital Image Acquisition Device 有权
标题翻译：数字图像采集设备中的实时人脸跟踪
公开(公告)号：US20080037838A1
公开(公告)日：2008-02-14
申请号：US11753397
申请日：2007-05-24
申请人： Mihai Ianculescu , Petronel Bigioi , Mihnea Gangea , Stefan Petrescu , Peter Corcoran , Eran Steinberg
发明人： Mihai Ianculescu , Petronel Bigioi , Mihnea Gangea , Stefan Petrescu , Peter Corcoran , Eran Steinberg
IPC分类号： G06K9/00
CPC分类号： G06K9/00 , G06K9/00228 , G06K9/00234 , G06K9/00261 , G06K9/6257 , G06K9/6857 , H04N1/2112 , H04N1/32112 , H04N1/32128 , H04N5/232 , H04N5/23219 , H04N2101/00 , H04N2201/0084 , H04N2201/3205
摘要： A database includes an identifier and associated parameters for each of a number of faces to be recognized. A new acquired image from an image stream is received potentially including one or more face regions. Face detection is applied to at least a portion of the acquired image to provide a set of candidate face regions each having a given size and a respective location. Using the database, face recognition is selectively applied to at least one of the candidate face regions to provide an identifier for a face recognized in a candidate face region. A portion of the image is stored including the recognized face in association with at least one image of the image stream.
摘要翻译：数据库包括用于要识别的多个面部中的每一个的标识符和相关参数。来自图像流的新获取的图像可能包括一个或多个面部区域。面部检测被应用于所获取的图像的至少一部分，以提供每个具有给定大小和相应位置的一组候选面部区域。使用数据库，选择性地将面部识别应用于候选面部区域中的至少一个，以提供在候选面部区域中识别的脸部的标识符。存储图像的一部分，其包括与图像流的至少一个图像相关联的识别的脸部。

98. 发明申请

US20080037827A1 Real-Time Face Tracking in a Digital Image Acquisition Device 有权
公开(公告)号：US20080037827A1
公开(公告)日：2008-02-14
申请号：US11765307
申请日：2007-06-19
申请人： Peter Corcoran , Eran Steinberg , Stefan Petrescu , Alexandru Drimbarean , Florin Nanu , Alexei Pososin , Petronel Bigioi
发明人： Peter Corcoran , Eran Steinberg , Stefan Petrescu , Alexandru Drimbarean , Florin Nanu , Alexei Pososin , Petronel Bigioi
IPC分类号： G06K9/00
CPC分类号： G06K9/00 , G06K9/00234 , G06K9/00248 , G06K9/00261 , G06K9/00281 , G06K9/62 , G06K9/6257 , G06K9/6857 , H04N1/2112 , H04N1/32112 , H04N1/32128 , H04N5/232 , H04N5/23219 , H04N2101/00 , H04N2201/0084 , H04N2201/3205
摘要： An image processing apparatus for tracking faces in an image stream iteratively receives a new acquired image from the image stream, the image potentially including one or more face regions. The acquired image is sub-sampled (112) at a specified resolution to provide a sub-sampled image. An integral image is then calculated for a least a portion of the sub-sampled image. Fixed size face detection (20) is applied to at least a portion of the integral image to provide a set of candidate face regions. Responsive to the set of candidate face regions produced and any previously detected candidate face regions, the resolution at which a next acquired image is sub-sampled is adjusted.

99. 发明申请

US20080031498A1 Face Recognition with Combined PCA-Based Datasets 有权
标题翻译：基于PCA的数据集的人脸识别
公开(公告)号：US20080031498A1
公开(公告)日：2008-02-07
申请号：US11833224
申请日：2007-08-02
申请人： Peter Corcoran , Gabriel N. Costache
发明人： Peter Corcoran , Gabriel N. Costache
IPC分类号： G06K9/00
CPC分类号： G06K9/6247 , G06K9/00275 , G06K9/629
摘要： A face recognition method for working with two or more collections of facial images is provided. A representation framework is determined for a first collection of facial images including at least principle component analysis (PCA) features. A representation of said first collection is stored using the representation framework. A modified representation framework is determined based on statistical properties of original facial image samples of a second collection of facial images and the stored representation of the first collection. The first and second collections are combined without using original facial image samples. A representation of the combined image collection (super-collection) is stored using the modified representation framework. A representation of a current facial image, determined in terms of the modified representation framework, is compared with one or more representations of facial images of the combined collection. Based on the comparing, it is determined which, if any, of the facial images within the combined collection matches the current facial image.
摘要翻译：提供了一种用于处理两个或更多个面部图像集合的面部识别方法。针对包括至少主成分分析（PCA）特征的面部图像的第一集合确定表示框架。使用表示框架存储所述第一集合的表示。基于面部图像的第二集合的原始面部图像样本的统计特性和第一集合的存储表示来确定修改后的表示框架。组合第一和第二集合而不使用原始面部图像样本。使用修改的表示框架存储组合图像集合（超级集合）的表示。将根据修改的表示框架确定的当前面部图像的表示与组合集合的面部图像的一个或多个表示进行比较。基于比较，确定组合集合中的哪个面部图像（如果有的话）与当前面部图像匹配。

100. 发明申请

US20080013798A1 ADVANCES IN EXTENDING THE AAM TECHNIQUES FROM GRAYSCALE TO COLOR IMAGES 有权
标题翻译：将灰度技术从灰度扩展到彩色图像的进步
公开(公告)号：US20080013798A1
公开(公告)日：2008-01-17
申请号：US11761647
申请日：2007-06-12
申请人： Mircea Ionita , Peter Corcoran
发明人： Mircea Ionita , Peter Corcoran
IPC分类号： G06K9/00
CPC分类号： G06K9/00 , G06K9/00234 , G06K9/621
摘要： A face detection and/or detection method includes acquiring a digital color image. An active appearance model (AAM) is applied including an interchannel-decorrelated color space. One or more parameters of the model are matched to the image. Face detection results based on the matching and/or different results incorporating the face detection result are communicated.
摘要翻译：面部检测和/或检测方法包括获取数字彩色图像。应用主动外观模型（AAM），包括通道间相关的颜色空间。该模型的一个或多个参数与图像匹配。传达基于匹配和/或结合了脸部检测结果的不同结果的脸部检测结果。

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