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1. 发明授权

US08818135B1 Low memory content aware fill 有权
标题翻译：低内存含量意识填充
公开(公告)号：US08818135B1
公开(公告)日：2014-08-26
申请号：US13652548
申请日：2012-10-16
申请人： Dan Goldman , Elya Shechtman
发明人： Dan Goldman , Elya Shechtman
IPC分类号： G06K9/32
CPC分类号： G06T1/60 , G06T5/005 , G06T2207/20021 , G06T2207/20172
摘要： A first image at a first resolution is received, the first image having a first hole therein. Based on the first image, a second image is generated at a second resolution lower than the first resolution, the second image having a second hole therein corresponding to the first hole. In the second image, one or more second-image source patches for the second hole are identified. At least one first-image source patch in the first image is identified based on a location of the identified second-image source patch. The identified at least one first-image source patch are stored in memory. Fill content are identified in the at least one first-image source patch stored in the memory. The identified fill content are placed in the first hole.
摘要翻译：接收第一分辨率的第一图像，第一图像在其中具有第一孔。基于第一图像，以比第一分辨率低的第二分辨率产生第二图像，第二图像在其中具有与第一孔相对应的第二孔。在第二图像中，识别用于第二孔的一个或多个第二图像源补丁。基于所识别的第二图像源补丁的位置来识别第一图像中的至少一个第一图像源补丁。所识别的至少一个第一图像源补丁存储在存储器中。填充内容在存储在存储器中的至少一个第一图像源补丁中被识别。所识别的填充内容被放置在第一个孔中。

2. 发明授权

US08625927B2 Image processing using image web 有权
标题翻译：图像处理使用图像网
公开(公告)号：US08625927B2
公开(公告)日：2014-01-07
申请号：US13283230
申请日：2011-10-27
申请人： Elya Shechtman , Dan Goldman , Adam Finkelstein , Connelly Barnes , Jacob Lewellen
发明人： Elya Shechtman , Dan Goldman , Adam Finkelstein , Connelly Barnes , Jacob Lewellen
IPC分类号： G06K9/64
CPC分类号： G06K9/6203
摘要： A computer-implemented method for determining correspondence between images includes: receiving images in a computer system; performing iterations using the computer system to find respective mappings for each patch of pixels in the images to a patch in another one of the images such that the mappings have minimal patch distance, the iterations including at least: (i) evaluation of a nearby-pixel mapping in a current image, (ii) evaluation of a randomly selected mapping in the current image, and (iii) evaluation of a randomly selected mapping in another one of the images; and generating a mapping record that results from the iterations.
摘要翻译：用于确定图像之间的对应关系的计算机实现的方法包括：在计算机系统中接收图像; 使用所述计算机系统执行迭代以将所述图像中的每个像素块的各个映射找到所述图像中的另一个图像中的贴片，使得所述映射具有最小的补丁距离，所述迭代至少包括：（i）当前图像中的像素映射，（ii）评估当前图像中的随机选择的映射，以及（iii）评估另一个图像中的随机选择的映射; 并生成由迭代产生的映射记录。

3. 发明申请

US20130163884A1 Image Processing Using Image Web 有权
标题翻译：使用图像网络进行图像处理
公开(公告)号：US20130163884A1
公开(公告)日：2013-06-27
申请号：US13283230
申请日：2011-10-27
申请人： Elya Shechtman , Dan Goldman , Adam Finkelstein , Connelly Barnes , Jacob Lewellen
发明人： Elya Shechtman , Dan Goldman , Adam Finkelstein , Connelly Barnes , Jacob Lewellen
IPC分类号： G06K9/46
CPC分类号： G06K9/6203
摘要： A computer-implemented method for determining correspondence between images includes: receiving images in a computer system; performing iterations using the computer system to find respective mappings for each patch of pixels in the images to a patch in another one of the images such that the mappings have minimal patch distance, the iterations including at least: (i) evaluation of a nearby-pixel mapping in a current image, (ii) evaluation of a randomly selected mapping in the current image, and (iii) evaluation of a randomly selected mapping in another one of the images; and generating a mapping record that results from the iterations.
摘要翻译：用于确定图像之间的对应关系的计算机实现的方法包括：在计算机系统中接收图像; 使用所述计算机系统执行迭代以将所述图像中的每个像素块的各个映射找到所述图像中的另一个图像中的贴片，使得所述映射具有最小的补丁距离，所述迭代至少包括：（i）当前图像中的像素映射，（ii）评估当前图像中的随机选择的映射，以及（iii）评估另一个图像中的随机选择的映射; 并生成由迭代产生的映射记录。

4. 发明授权

US08571328B2 Determining correspondence between image regions 有权
标题翻译：确定图像区域之间的对应关系
公开(公告)号：US08571328B2
公开(公告)日：2013-10-29
申请号：US12857294
申请日：2010-08-16
申请人： Elya Shechtman , Dan Goldman , Connelly Barnes , Adam Finkelstein
发明人： Elya Shechtman , Dan Goldman , Connelly Barnes , Adam Finkelstein
IPC分类号： G06K9/68
CPC分类号： G06T7/0081 , G06K9/6211 , G06K2009/6213 , G06T7/337
摘要： Determining correspondence between image regions can include: selecting first and second regions of visual content including pixels in a computer system, the first region comprising a first patch to be mapped to the second region; selecting at least two heuristics for use in mapping the first patch to the second region, the heuristics selected from the group consisting of: (i) nearby-pixel mapping evaluation; (ii) random-perturbation mapping evaluation; (iii) evaluation of multiple mapping candidates identified in an iterative search process; and (iv) enrichment to increase a collection of mapping candidates; and identifying, using the selected heuristics, at least one patch in the second region for the first patch.
摘要翻译：确定图像区域之间的对应关系可以包括：选择包括计算机系统中的像素的视觉内容的第一和第二区域，第一区域包括要映射到第二区域的第一贴片; 选择至少两个启发式用于将第一贴片映射到第二区域，所述启发式选择自：（i）附近像素映射评估; （ii）随机扰动映射评估; （iii）评估在迭代搜索过程中识别的多个映射候选; （iv）丰富地图候选人; 以及使用所选择的启发式方法来识别所述第二区域中的至少一个贴片用于所述第一贴片。

5. 发明授权

US08811749B1 Determining correspondence between image regions 有权
标题翻译：确定图像区域之间的对应关系
公开(公告)号：US08811749B1
公开(公告)日：2014-08-19
申请号：US13607965
申请日：2012-09-10
申请人： Connelly Barnes , Dan Goldman , Elya Shechtman
发明人： Connelly Barnes , Dan Goldman , Elya Shechtman
IPC分类号： G06K9/66
CPC分类号： G06T7/337
摘要： Determining correspondence between image regions includes identifying first and second regions of visual content including pixels in a computer system. The first region includes a first patch of pixels having a first mapping to a second patch of pixels in the second region. Iterative evaluations of the first and second regions are performed, each including at least (i) a first evaluation phase selecting a best mapping for the first patch, according to a distance metric, the best mapping selected from among the first mapping and a second mapping obtained from mappings of nearby pixels, and (ii) a second evaluation phase selecting one of the best mapping and a third mapping obtained by perturbing the second mapping. A result of the iterative evaluations is recorded in the computer system that indicates a third patch of pixels in the second region identified in the iterative evaluations.
摘要翻译：确定图像区域之间的对应关系包括识别包括计算机系统中的像素的视觉内容的第一和第二区域。第一区域包括第一贴片像素，其具有与第二区域中的第二像素块的第一映射。执行第一和第二区域的迭代评估，每个包括至少（i）第一评估阶段，根据距离度量选择第一贴片的最佳映射，从第一映射和第二映射中选择的最佳映射从邻近像素的映射获得，以及（ii）选择最佳映射之一的第二评估阶段和通过扰乱第二映射而获得的第三映射。迭代评估的结果被记录在计算机系统中，其指示在迭代评估中识别的第二区域中的第三个像素块。

6. 发明申请

US20130163874A1 Determining Correspondence Between Image Regions 有权
标题翻译：确定图像区域之间的对应关系
公开(公告)号：US20130163874A1
公开(公告)日：2013-06-27
申请号：US12857294
申请日：2010-08-16
申请人： Elya Shechtman , Dan Goldman , Connelly Barnes , Adam Finkelstein
发明人： Elya Shechtman , Dan Goldman , Connelly Barnes , Adam Finkelstein
IPC分类号： G06K9/46
CPC分类号： G06T7/0081 , G06K9/6211 , G06K2009/6213 , G06T7/337
摘要： Determining correspondence between image regions can include: selecting first and second regions of visual content including pixels in a computer system, the first region comprising a first patch to be mapped to the second region; selecting at least two heuristics for use in mapping the first patch to the second region, the heuristics selected from the group consisting of: (i) nearby-pixel mapping evaluation; (ii) random-perturbation mapping evaluation; (iii) evaluation of multiple mapping candidates identified in an iterative search process; and (iv) enrichment to increase a collection of mapping candidates; and identifying, using the selected heuristics, at least one patch in the second region for the first patch.
摘要翻译：确定图像区域之间的对应关系可以包括：选择包括计算机系统中的像素的视觉内容的第一和第二区域，第一区域包括要映射到第二区域的第一贴片; 选择至少两个启发式用于将第一贴片映射到第二区域，所述启发式选择自：（i）附近像素映射评估; （ii）随机扰动映射评估; （iii）评估在迭代搜索过程中识别的多个映射候选; （iv）丰富地图候选人; 以及使用所选择的启发式方法来识别所述第二区域中的至少一个贴片用于所述第一贴片。

7. 发明授权

US08407575B1 Video content summary 有权
标题翻译：视频内容摘要
公开(公告)号：US08407575B1
公开(公告)日：2013-03-26
申请号：US12315038
申请日：2008-11-26
申请人： Dan Goldman , Connelly Barnes , Elya Shechtman
发明人： Dan Goldman , Connelly Barnes , Elya Shechtman
IPC分类号： G06F17/00
CPC分类号： G06F17/30843
摘要： Among other disclosed subject matter, a computer program product is tangibly embodied in a tangible program carrier and includes instructions that when executed by a processor perform a method. The method includes obtaining a plurality of layouts generated from video content, each of the layouts comprising a visual summary of the video content at a respective zoom level, each visual summary including a plurality of frames selected from the video content and blended into the corresponding layout without borders between the frames. The method includes creating an animation between the plurality of layouts so that a user can zoom continuously between the zoom levels to view the visual summaries of the video content.
摘要翻译：在其他公开的主题中，计算机程序产品有形地体现在有形程序载体中，并且包括当由处理器执行时执行方法的指令。该方法包括获得从视频内容生成的多个布局，每个布局包括各自缩放级别的视频内容的视觉概要，每个视觉摘要包括从视频内容中选择的多个帧并且混合到相应的布局没有框架之间的边框。该方法包括在多个布局之间创建动画，使得用户可以在缩放级别之间连续缩放以查看视频内容的视觉摘要。

8. 发明授权

US08285055B1 Determining correspondence between image regions 有权
标题翻译：确定图像区域之间的对应关系
公开(公告)号：US08285055B1
公开(公告)日：2012-10-09
申请号：US12394280
申请日：2009-02-27
申请人： Connelly Barnes , Dan Goldman , Elya Shechtman
发明人： Connelly Barnes , Dan Goldman , Elya Shechtman
IPC分类号： G06K9/46
CPC分类号： G06T7/337
摘要： Determining correspondence between image regions includes identifying first and second regions of visual content including pixels in a computer system. The first region includes a first patch of pixels having a first mapping to a second patch of pixels in the second region. Iterative evaluations of the first and second regions are performed, each including at least (i) a first evaluation phase selecting a best mapping for the first patch, according to a distance metric, the best mapping selected from among the first mapping and a second mapping obtained from mappings of nearby pixels, and (ii) a second evaluation phase selecting one of the best mapping and a third mapping obtained by perturbing the second mapping. A result of the iterative evaluations is recorded in the computer system that indicates a third patch of pixels in the second region identified in the iterative evaluations.
摘要翻译：确定图像区域之间的对应关系包括识别包括计算机系统中的像素的视觉内容的第一和第二区域。第一区域包括第一贴片像素，其具有与第二区域中的第二像素块的第一映射。执行第一和第二区域的迭代评估，每个包括至少（i）第一评估阶段，根据距离度量选择第一贴片的最佳映射，从第一映射和第二映射中选择的最佳映射从邻近像素的映射获得，以及（ii）选择最佳映射之一的第二评估阶段和通过扰乱第二映射而获得的第三映射。迭代评估的结果被记录在计算机系统中，其指示在迭代评估中识别的第二区域中的第三个像素块。

9. 发明申请

US20100296748A1 Generating a modified image with additional content provided for a region thereof 有权
标题翻译：使用为其区域提供的附加内容生成修改后的图像
公开(公告)号：US20100296748A1
公开(公告)日：2010-11-25
申请号：US12454666
申请日：2009-05-21
申请人： Eli Shechtman , Dan Goldman
发明人： Eli Shechtman , Dan Goldman
IPC分类号： G06K9/40
CPC分类号： G06T11/00
摘要： An image is displayed in a computer system. The image includes contents having a feature visible therein. The contents have a region thereof defined to be provided with additional content in generating a modified image. An input is received comprising a semantic mark to be placed on the image. The semantic mark indicates an inside-region part inside the region and an outside-region part outside the region. The additional content for the region is determined using a patch-based optimization algorithm applied to the image. The patch-based optimization algorithm (i) identifies the additional content for the inside-region part based on the outside-region part and not on an area of the image that the semantic mark does not indicate, and (ii) identifies the additional content for a remainder of the region without being restricted to the outside-region part. The modified image having the additional content in the region is stored.
摘要翻译：图像显示在计算机系统中。该图像包括其中具有可见特征的内容。内容的区域被定义为在生成修改图像时提供附加内容。接收包括要放置在图像上的语义标记的输入。语义标记表示区域内的区域内部分和区域外部的外部区域部分。使用应用于图像的基于补丁的优化算法来确定该区域的附加内容。基于补丁的优化算法（i）基于外部区域部分识别内部区域部分的附加内容，而不是语义标记未指示的图像区域，以及（ii）识别附加内容对于该区域的其余部分而不限于外部区域部分。存储具有该区域中的附加内容的修改图像。

10. 发明授权

US08355592B1 Generating a modified image with semantic constraint 有权
标题翻译：生成具有语义约束的修改图像
公开(公告)号：US08355592B1
公开(公告)日：2013-01-15
申请号：US12454661
申请日：2009-05-21
申请人： Eli Shechtman , Dan Goldman
发明人： Eli Shechtman , Dan Goldman
IPC分类号： G06K9/40
CPC分类号： G06T3/0093
摘要： A computer-implemented method for generating a modified image includes initiating, in a computer device, a patch-based optimization algorithm for using a first image to generate a second image. The method includes identifying, in a computer device, a first feature of a first image. The identification corresponds to a constraint on the first feature for generating a second image, The constraint restricts at least one of location and geometric orientation in the second image of patches representing the first feature. The method includes identifying, using the computer device, contents for the second image by processing patches in the image in iterations of the patch-based optimization algorithm. The patch-based optimization complies with the constraint, The method includes generating the second image from the identified contents based on the iterations of the patch-based optimization algorithm. The second image includes a second feature generated to represent the first feature and complying with the constraint.
摘要翻译：用于生成修改的图像的计算机实现的方法包括在计算机设备中启动用于使用第一图像生成第二图像的基于块的优化算法。该方法包括在计算机设备中识别第一图像的第一特征。识别对应于用于生成第二图像的第一特征的约束。约束限制表示第一特征的补丁的第二图像中的位置和几何取向中的至少一个。该方法包括通过在基于补丁的优化算法的迭代中处理图像中的补丁来识别使用计算机设备的第二图像的内容。基于补丁的优化符合约束。该方法包括基于基于补丁的优化算法的迭代从所识别的内容生成第二图像。第二图像包括生成以表示第一特征并遵守约束的第二特征。

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