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1. 发明授权

US07092573B2 Method and system for selectively applying enhancement to an image 有权
公开(公告)号：US07092573B2
公开(公告)日：2006-08-15
申请号：US10016601
申请日：2001-12-10
申请人： Jiebo Luo , Andrew C. Gallagher , Amit Singhal , Robert T. Gray
发明人： Jiebo Luo , Andrew C. Gallagher , Amit Singhal , Robert T. Gray
IPC分类号： G06K9/62
CPC分类号： G06K9/4652 , G06K9/00664 , G06K9/34 , G06K9/6296 , G06T5/004
摘要： A method for processing a digital color image includes the steps of: providing a subject matter detector for distinguishing between target and background subject matters; applying the subject matter detector to the image to produce a belief map indicating the degree of belief that pixels in the image belong to target subject matter; providing an image enhancement operation that is responsive to a control signal for controlling the degree of image enhancement; and applying image enhancement to the digital image by varying the control signal according to the belief map to produce an enhanced image.

2. 发明授权

US08280164B2 Producing object cutouts in topically related images 有权
标题翻译：在局部相关图像中产生物体切口
公开(公告)号：US08280164B2
公开(公告)日：2012-10-02
申请号：US12397547
申请日：2009-03-04
申请人： Jiebo Luo , Dhruv Batra , Andrew C. Gallagher
发明人： Jiebo Luo , Dhruv Batra , Andrew C. Gallagher
IPC分类号： G06K9/34
CPC分类号： G06K9/34 , G06T7/11 , G06T7/143 , G06T11/60 , G06T2207/20101
摘要： A method for extracting an object out of each image in a group of digital images that contain the object, includes providing a group of digital images, each containing the object with a background; selecting a seed image from the group of digital images, and displaying the seed image to a user; the user providing at least one marking for the seed image, which corresponds to a subset of pixels in the seed image that indicates whether the set of pixels belongs to a part of object of interest or a part of the background; producing from the seed image and the marking a statistical model that can be used for separating the object of interest from the background in the group of images; and applying the statistical model to each image in the group of digital images to produce a cutout of the object of interest from each digital image.
摘要翻译：一种用于从包含对象的数字图像组中的每个图像中提取对象的方法包括：提供一组数字图像，每个数字图像包含具有背景的对象; 从所述数字图像组中选择种子图像，并将所述种子图像显示给用户; 用户为种子图像提供至少一个标记，其对应于种子图像中的像素子集，其指示所述像素集合是属于感兴趣对象的一部分还是背景的一部分; 从种子图像产生并标记可用于将感兴趣对象与图像组中的背景分离的统计模型; 以及将所述统计模型应用于所述数字图像组中的每个图像，以从每个数字图像产生所述感兴趣对象的切口。

3. 发明申请

US20100106573A1 ACTION SUGGESTIONS BASED ON INFERRED SOCIAL RELATIONSHIPS 审中-公开
标题翻译：基于提出的社会关系的行动建议
公开(公告)号：US20100106573A1
公开(公告)日：2010-04-29
申请号：US12258390
申请日：2008-10-25
申请人： Andrew C. Gallagher , Jiebo Luo
发明人： Andrew C. Gallagher , Jiebo Luo
IPC分类号： G06Q30/00 , G06Q90/00
CPC分类号： G06Q30/0241 , G06Q30/02 , G06Q50/01
摘要： A method of categorizing a social relationship between individuals in a collection of images to suggest a possible course of action, includes searching the collection to identify individuals and determining their genders and their age ranges; using the gender, and age ranges of the identifies individuals to infer at least one social relationship between them; and using at least one inferred social relationship to suggest a possible course of action.
摘要翻译：一种将图像集合中的个人之间的社会关系分类以提出可能的行动方式的方法，包括搜索该集合以识别个人并确定他们的性别及其年龄范围; 使用识别个人的性别和年龄范围来推断他们之间的至少一个社会关系; 并使用至少一个推断的社会关系来表明可能的行动方式。

4. 发明授权

US07609908B2 Method for adjusting the brightness of a digital image utilizing belief values 有权
标题翻译：利用置信值调整数字图像的亮度的方法
公开(公告)号：US07609908B2
公开(公告)日：2009-10-27
申请号：US10426592
申请日：2003-04-30
申请人： Jiebo Luo , Michael W. Dupin , Andrew C. Gallagher
发明人： Jiebo Luo , Michael W. Dupin , Andrew C. Gallagher
IPC分类号： G06K9/00 , G06K9/38 , G09G3/20 , H04N5/228
CPC分类号： H04N1/628 , H04N1/6027
摘要： A method of processing a digital image, including the steps of: assigning belief values to pixels in the digital image, wherein the belief values are proportional to a belief that the pixels are associated with human skin; calculating a brightness adjustment amount based on a statistic of the pixels with belief values exceeding a threshold and the assigned belief values of the pixels; and applying the brightness adjustment amount to the digital image to produce a processed digital image having improved overall brightness.
摘要翻译：一种处理数字图像的方法，包括以下步骤：将置信值分配给数字图像中的像素，其中信念值与像素与人体皮肤相关联的信念成比例; 基于具有超过阈值的像素的统计量和所分配的像素的置信度来计算亮度调整量; 并且将亮度调整量应用于数字图像以产生具有改善的总体亮度的经处理的数字图像。

5. 发明授权

US07953690B2 Discovering social relationships from personal photo collections 有权
标题翻译：从个人照片收藏中发现社会关系
公开(公告)号：US07953690B2
公开(公告)日：2011-05-31
申请号：US12020141
申请日：2008-01-25
申请人： Jiebo Luo , Parag Singla , Henry Kautz , Andrew C. Gallagher
发明人： Jiebo Luo , Parag Singla , Henry Kautz , Andrew C. Gallagher
IPC分类号： G06N5/02
CPC分类号： G06N7/005 , G06N5/003 , G06N99/005
摘要： A method of categorizing the relationship of individuals from a collection of photos taken in multiple sets of events includes: searching the photo collection to identify individuals in the photo collection, determining the gender and age range of the identified individuals; and using the identified individuals, their occurrences and co-occurrences, their gender, and their ages to infer social relationships between the individuals based on a set of rules.
摘要翻译：将多个照片集合中的个人关系分类的方法包括：搜索照片集合以识别照片集中的个人，确定所识别个人的性别和年龄范围; 并使用确定的个人，他们的事件和共同事件，他们的性别及其年龄，以推断个人之间的社会关系基于一套规则。

6. 发明申请

US20100226566A1 PRODUCING OBJECT CUTOUTS IN TOPICALLY RELATED IMAGES 有权
标题翻译：在主题相关图像中生产对象切割
公开(公告)号：US20100226566A1
公开(公告)日：2010-09-09
申请号：US12397547
申请日：2009-03-04
申请人： Jiebo Luo , Dhruv Batra , Andrew C. Gallagher
发明人： Jiebo Luo , Dhruv Batra , Andrew C. Gallagher
IPC分类号： G06K9/00 , G06K9/34 , G06T11/20
CPC分类号： G06K9/34 , G06T7/11 , G06T7/143 , G06T11/60 , G06T2207/20101
摘要： A method for extracting an object out of each image in a group of digital images that contain the object, includes providing a group of digital images, each containing the object with a background; selecting a seed image from the group of digital images, and displaying the seed image to a user; the user providing at least one marking for the seed image, which corresponds to a subset of pixels in the seed image that indicates whether the set of pixels belongs to a part of object of interest or a part of the background; producing from the seed image and the marking a statistical model that can be used for separating the object of interest from the background in the group of images; and applying the statistical model to each image in the group of digital images to produce a cutout of the object of interest from each digital image.
摘要翻译：一种用于从包含对象的数字图像组中的每个图像中提取对象的方法包括：提供一组数字图像，每个数字图像包含具有背景的对象; 从所述数字图像组中选择种子图像，并将所述种子图像显示给用户; 用户为种子图像提供至少一个标记，其对应于种子图像中的像素子集，其指示所述像素集合是属于感兴趣对象的一部分还是背景的一部分; 从种子图像产生并标记可用于将感兴趣对象与图像组中的背景分离的统计模型; 以及将所述统计模型应用于所述数字图像组中的每个图像，以从每个数字图像产生所述感兴趣对象的切口。

7. 发明申请

US20090192967A1 DISCOVERING SOCIAL RELATIONSHIPS FROM PERSONAL PHOTO COLLECTIONS 有权
标题翻译：发现个人照片集的社会关系
公开(公告)号：US20090192967A1
公开(公告)日：2009-07-30
申请号：US12020141
申请日：2008-01-25
申请人： Jiebo Luo , Parag Singla , Henry Kautz , Andrew C. Gallagher
发明人： Jiebo Luo , Parag Singla , Henry Kautz , Andrew C. Gallagher
IPC分类号： G06N5/02
CPC分类号： G06N7/005 , G06N5/003 , G06N99/005
摘要： A method of categorizing the relationship of individuals from a collection of photos taken in multiple sets of events includes: searching the photo collection to identify individuals in the photo collection, determining the gender and age range of the identified individuals; and using the identified individuals, their occurrences and co-occurrences, their gender, and their ages to infer social relationships between the individuals based on a set of rules.
摘要翻译：将多个照片集合中的个人关系分类的方法包括：搜索照片集合以识别照片集中的个人，确定所识别个人的性别和年龄范围; 并使用确定的个人，他们的事件和共同事件，他们的性别及其年龄，以推断个人之间的社会关系基于一套规则。

8. 发明授权

US07062085B2 Method for detecting subject matter regions in images 有权
公开(公告)号：US07062085B2
公开(公告)日：2006-06-13
申请号：US09951256
申请日：2001-09-13
申请人： Jiebo Luo , Amit Singhal
发明人： Jiebo Luo , Amit Singhal
IPC分类号： G06K9/00
CPC分类号： G06K9/38 , G06K9/00697 , G06T7/11 , G06T7/168 , G06T7/90 , G06T2207/20064 , G06T2207/20084
摘要： Disclosed is a method for detecting subject matter regions in a digital color image having pixels of (red, green, blue) values, comprising the steps of: assigning to each pixel a belief value as belonging to the subject matter region based on color and texture features; forming spatially contiguous candidate subject matter regions by thresholding the belief values; analyzing the spatially contiguous regions based on one or more unique characteristics of the subject matter to determine the probability that a region belongs to the subject matter; and generating a map of detected subject matter regions and associated probability that the regions belongs to the subject matter.

9. 发明授权

US07382907B2 Segmenting occluded anatomical structures in medical images 失效
标题翻译：在医学图像中分割闭塞的解剖结构
公开(公告)号：US07382907B2
公开(公告)日：2008-06-03
申请号：US10994714
申请日：2004-11-22
申请人： Jiebo Luo , Amit Singhal
发明人： Jiebo Luo , Amit Singhal
IPC分类号： G06K9/00
CPC分类号： G06T7/0012 , G06T7/12 , G06T7/149 , G06T2207/10116 , G06T2207/20081 , G06T2207/30048 , G06T2207/30061
摘要： A method for segmenting an anatomical structure having portions occluded in a digital image wherein the digital image is produced by a projection-based medical imaging modality. The method includes the steps of: outlining an unoccluded portion of the anatomical structure in a training image; augmenting the occluded portion of the anatomical structure according to a pre-determined atlas of the anatomical structure; generating an augmented training example using the outlined and augmented portions; repeating the steps of outlining, augmenting, and generating for a plurality of training images to train a statistical model of the structure; accessing the digital image; and segmenting the anatomical structure in the accessed digital image according to the statistical model.
摘要翻译：一种用于分割具有封闭在数字图像中的部分的解剖结构的方法，其中通过基于投影的医学成像模式产生数字图像。该方法包括以下步骤：概述训练图像中解剖结构的未被占领的部分; 根据解剖结构的预定图谱增加解剖结构的闭塞部分; 使用概述和增加的部分生成增强的训练示例; 重复概述，增加和生成多个训练图像以训练该结构的统计模型的步骤; 访问数字图像; 并根据统计模型分割所访问的数字图像中的解剖结构。

10. 发明授权

US06282317B1 Method for automatic determination of main subjects in photographic images 有权
标题翻译：自动确定摄影图像主要科目的方法
公开(公告)号：US06282317B1
公开(公告)日：2001-08-28
申请号：US09223860
申请日：1998-12-31
申请人： Jiebo Luo , Stephen Etz , Amit Singhal
发明人： Jiebo Luo , Stephen Etz , Amit Singhal
IPC分类号： G06K946
CPC分类号： G06K9/4671 , G06K9/00234 , G06K9/00664 , G06K9/3233 , G06K9/6296 , G06T7/11 , G06T7/143 , G06T7/194 , G06T11/60
摘要： A method for detecting a main subject in an image, the method comprises: receiving a digital image; extracting regions of arbitrary shape and size defined by actual objects from the digital image; grouping the regions into larger segments corresponding to physically coherent objects; extracting for each of the regions at least one structural saliency feature and at least one semantic saliency feature; and integrating saliency features using a probabilistic reasoning engine into an estimate of a belief that each region is the main subject.
摘要翻译：一种用于检测图像中的主要被摄体的方法，所述方法包括：接收数字图像; 从数字图像中提取由实际对象定义的任意形状和大小的区域; 将区域分组成对应于物理相干对象的较大段; 为每个区域提取至少一个结构显着特征和至少一个语义显着特征; 并使用概率推理引擎将显着特征整合为对每个区域是主要主题的信念的估计。

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