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21. 发明授权

US06826316B2 System and method for determining image similarity 有权
公开(公告)号：US06826316B2
公开(公告)日：2004-11-30
申请号：US09798604
申请日：2001-03-02
申请人： Jiebo Luo , Wei Zhu , George E. Sotak , Robert T. Gray , Rajiv Mehrotra
发明人： Jiebo Luo , Wei Zhu , George E. Sotak , Robert T. Gray , Rajiv Mehrotra
IPC分类号： G06K954
CPC分类号： G06K9/52 , G06K9/6217 , Y10S707/99936
摘要： A system and method for determining image similarity. The method includes the steps of automatically providing perceptually significant features of main subject or background of a first image; automatically providing perceptually significant features of main subject or background of a second image; automatically comparing the perceptually significant features of the main subject or the background of the first image to the main subject or the background of the second image; and providing an output in response thereto. In the illustrative implementation, the features are provided by a number of belief levels, where the number of belief levels are preferably greater than two. The perceptually significant features include color, texture and/or shape. In the preferred embodiment, the main subject is indicated by a continuously valued belief map. The belief values of the main subject are determined by segmenting the image into regions of homogenous color and texture, computing at least one structure feature and at least one semantic feature for each region, and computing a belief value for all the pixels in the region using a Bayes net to combine the features. In an illustrative application, the inventive method is implemented in an image retrieval system. In this implementation, the inventive method automatically stores perceptually significant features of the main subject or background of a plurality of first images in a database to facilitate retrieval of a target image in response to an input or query image. Features corresponding to each of the plurality of stored images are automatically sequentially compared to similar features of the query image. Consequently, the present invention provides an automatic system and method for controlling the feature extraction, representation, and feature-based similarity retrieval strategies of a content-based image archival and retrieval system based on an analysis of main subject and background derived from a continuously valued main subject belief map.

22. 发明授权

US06545743B1 Producing an image of a portion of a photographic image onto a receiver using a digital image of the photographic image 失效
标题翻译：使用摄影图像的数字图像将摄影图像的一部分的图像生成到接收器上
公开(公告)号：US06545743B1
公开(公告)日：2003-04-08
申请号：US09575784
申请日：2000-05-22
申请人： Jiebo Luo , Robert T. Gray , Edward B. Gindele
发明人： Jiebo Luo , Robert T. Gray , Edward B. Gindele
IPC分类号： G03B2700
CPC分类号： G06T7/143 , G06T7/73 , G06T2207/20132
摘要： A method of producing an image of least a portion of a photographic image onto a photographic receiver including receiving a digital image corresponding to the photographic image, the digital image comprising pixels, and locating the relative optical position of a photographic image, the lens, and the photographic receiver in response to pixels of the digital image and illuminating a portion of the photographic image of high subject content to produce an image of such portion onto the photographic receiver.
摘要翻译：一种将摄影图像的至少一部分的图像产生到照相接收器上的方法，包括接收与摄影图像相对应的数字图像，数字图像包括像素，以及定位摄影图像，透镜和相机的相对光学位置摄影接收机响应于数字图像的像素并照亮高对象内容的摄影图像的一部分，以将该部分的图像产生到摄影接收器上。

23. 发明授权

US07212668B1 Digital image processing system and method for emphasizing a main subject of an image 有权
标题翻译：用于强调图像的主要对象的数字图像处理系统和方法
公开(公告)号：US07212668B1
公开(公告)日：2007-05-01
申请号：US09642533
申请日：2000-08-18
申请人： Jiebo Luo , Robert T. Gray
发明人： Jiebo Luo , Robert T. Gray
IPC分类号： G06K9/00
CPC分类号： G06T11/60 , G06T7/11 , G06T11/001 , G06T2207/30201
摘要： A system and method for automatically altering an image having pixels is disclosed. An image is segmented into regions and various features of the regions are extracted and used to calculate a confidence factor, or belief value, that a particular region is a main subject of the image. The belief values are assembled into a belief map that is used to define how pixel values are to be altered. Various color and appearance values of the pixel are altered in a predetermined way to emphasize the main subject of the image. The emphasis is applied in a binary fashion or as in a gradient of values. Either the main subject can be emphasized, or the secondary or background subjects can be de-emphasized. The system can be implement on a variety of computer systems.
摘要翻译：公开了一种用于自动改变具有像素的图像的系统和方法。将图像分割成区域，并且提取区域的各种特征并用于计算特定区域是图像的主要对象的置信因子或置信度值。信念值被组合成用于定义如何改变像素值的信念图。以预定的方式改变像素的各种颜色和外观值以强调图像的主要对象。强调以二进制方式应用，或以值的梯度来应用。可以强调主要主题，或者可以不再强调次要或背景科目。该系统可以在各种计算机系统上实现。

24. 发明授权

US07313268B2 Method for using effective spatio-temporal image recomposition to improve scene classification 有权
标题翻译：使用有效的时空图像重新组合来改善场景分类的方法
公开(公告)号：US07313268B2
公开(公告)日：2007-12-25
申请号：US10647722
申请日：2003-08-25
申请人： Jiebo Luo , Robert T. Gray , Matthew R. Boutell
发明人： Jiebo Luo , Robert T. Gray , Matthew R. Boutell
IPC分类号： G06K9/62
CPC分类号： G06K9/6256 , G06F17/30247 , G06K9/00624 , G06K9/00664 , G06K9/3208
摘要： A method for improving scene classification of a digital image comprising the steps of: (a) providing an image; (b) systematically recomposing the image to generate an expanded set of images; and (c) using a classifier and the expanded set of images to determine a scene classification for the image, whereby the expanded set of images provides at least one of an improved classifier and an improved classification result.
摘要翻译：一种用于改善数字图像的场景分类的方法，包括以下步骤：（a）提供图像; （b）系统重构图像以产生一组扩展的图像; 以及（c）使用分类器和扩展的图像集合来确定图像的场景分类，由此扩展的图像组提供改进的分类器和改进的分类结果中的至少一个。

25. 发明授权

US06292574B1 Computer program product for redeye detection 失效
标题翻译：用于红眼检测的计算机程序产品
公开(公告)号：US06292574B1
公开(公告)日：2001-09-18
申请号：US08919560
申请日：1997-08-29
申请人： Jay S. Schildkraut , Robert T. Gray , Jiebo Luo
发明人： Jay S. Schildkraut , Robert T. Gray , Jiebo Luo
IPC分类号： G06K900
CPC分类号： G06K9/0061 , G06T7/0002 , G06T7/90 , G06T2207/10024 , G06T2207/30201 , G06T2207/30216 , H04N1/624
摘要： A computer program product for detecting eye color defects of a subject in an image due to flash illumination comprises: a computer readable storage medium having a computer program stored thereon for performing the steps of detecting skin colored regions in a digital image; searching the skin colored regions for groups of pixels with color characteristic of redeye defect; and correcting color of the pixels based on a location of redeye defect found in step (b).
摘要翻译：一种用于检测由于闪光照明引起的图像中的被摄体的眼睛颜色缺陷的计算机程序产品，包括：计算机可读存储介质，其上存储有用于执行检测数字图像中的肤色区域的步骤的计算机程序; 在肤色区域搜索具有红眼缺陷颜色特征的像素组; 以及基于步骤（b）中发现的红眼缺陷的位置来校正像素的颜色。

26. 发明授权

US09530192B2 Method for determining stereo quality score and automatically improving the quality of stereo images 有权
标题翻译：用于确定立体声质量得分并自动提高立体图像质量的方法
公开(公告)号：US09530192B2
公开(公告)日：2016-12-27
申请号：US13173264
申请日：2011-06-30
申请人： Minwoo Park , Jiebo Luo , Andrew Charles Gallagher
发明人： Minwoo Park , Jiebo Luo , Andrew Charles Gallagher
IPC分类号： G06T5/00 , G06T7/20 , H04N13/00
CPC分类号： G06T5/006 , G06T7/285 , G06T2207/10021 , G06T2207/10024 , G06T2207/20081 , G06T2207/30168 , H04N13/122 , H04N13/128 , H04N13/144
摘要： A method for improving a stereo image including a left view image and a right view image, comprising: using a data processor to automatically analyze the stereo image to determine an original stereo quality score responsive to relative positions of corresponding points in the left view image and the right view image; specifying a set of one or more candidate modifications to the stereo image; determining revised stereo quality scores based on each of the candidate modifications to the stereo image; selecting a particular candidate modification that produces a revised stereo quality score which indicates a higher quality level than the original stereo quality score; forming an output stereo image corresponding to the selected particular candidate modification; and storing the output stereo image in a processor-accessible memory.
摘要翻译：一种用于改善包括左视图图像和右视图图像的立体图像的方法，包括：使用数据处理器来自动分析立体图像，以响应于左视图图像中的对应点的相对位置来确定原始立体声质量分数;以及右视图; 指定对所述立体图像的一个或多个候选修改的集合; 基于对立体图像的每个候选修改来确定修改的立体声质量得分; 选择产生修改的立体声质量得分的特定候选修改，其指示比原始立体声质量得分更高的质量水平; 形成对应于所选择的特定候选修改的输出立体图像; 以及将输出立体图像存储在处理器可访问的存储器中。

27. 发明授权

US08532927B2 Generating photogenic routes from starting to destination locations 有权
公开(公告)号：US08532927B2
公开(公告)日：2013-09-10
申请号：US12266863
申请日：2008-11-07
申请人： Dhiraj Joshi , Jiebo Luo , Jie Yu
发明人： Dhiraj Joshi , Jiebo Luo , Jie Yu
IPC分类号： G01C21/00
CPC分类号： G01C21/3453 , G01C21/20 , G01C21/26 , G01C21/3461 , G01C21/3476 , G01C21/3641 , G01C21/3688 , G08G1/096716
摘要： A method of computing at least one photogenic route from a starting location to a destination location, including; computing photogenic values for images in a large collection representing a geographic region that includes the starting location and the destination location; computing a photogenic index for each route segment based on computed photogenic values of images taken along the route segment; computing at least one photogenic route from the starting location to the destination location and presenting the route(s) to a user.

28. 发明授权

US08380039B2 Method for aligning different photo streams 有权
标题翻译：对齐不同照片流的方法
公开(公告)号：US08380039B2
公开(公告)日：2013-02-19
申请号：US12942407
申请日：2010-11-09
申请人： Jiebo Luo , Jianchao Yang , Jie Yu
发明人： Jiebo Luo , Jianchao Yang , Jie Yu
IPC分类号： H04N5/77
CPC分类号： H04N9/8205 , H04N5/772 , H04N5/91
摘要： A method for organizing individual collections of images or videos captured for the same event by different cameras into a master collection, wherein each individual collection forms a media stream in chronological order. A processor for extracting image features for each image or video of the media stream of each collection; constructing a graph based on the extracted features to link the images or videos from the two media streams; finding on the graph at least a pair of images or videos, each from one of the two media streams, that corresponds to correlated captured content; aligning the remaining images or videos in response to the aligned pair so that the all images or videos from the two media streams are aligned over a common timeline; and producing a master stream in chronological order of the event over a common timeline by merging the aligned individual.
摘要翻译：一种用于将由不同相机拍摄的相同事件的图像或视频的各个集合组织成主集合的方法，其中每个单独集合以时间顺序形成媒体流。一种用于为每个集合的媒体流的每个图像或视频提取图像特征的处理器; 基于提取的特征构建图表以链接来自两个媒体流的图像或视频; 在图上找到至少一对图像或视频，每个图像或视频各自来自两个媒体流之一，对应于相关的捕获的内容; 响应于对准的对对齐剩余的图像或视频，使得来自两个媒体流的所有图像或视频在公共时间线上对齐; 并通过合并对齐的个体在公共时间轴上按时间顺序生成主流。

29. 发明申请

US20120113121A1 ALIGNING AND SUMMARIZING DIFFERENT PHOTO STREAMS 有权
标题翻译：校准和总结不同的照片流
公开(公告)号：US20120113121A1
公开(公告)日：2012-05-10
申请号：US12942391
申请日：2010-11-09
申请人： Jiebo Luo , Jianchao Yang
发明人： Jiebo Luo , Jianchao Yang
IPC分类号： G06T11/20 , G06K9/46
CPC分类号： G06F17/30247 , G06F17/30265 , G06F17/30781
摘要： A method for organizing individual collections of images or videos captured for the same event by different cameras into a master collection, wherein each individual collection forms a media stream in chronological order, includes using a processor to provide the following steps: extracting image features for each image or video of the media stream of each individual collection; analyzing the extracted features to align the media streams to form a master stream in chronological order of the event over a common timeline; producing a master collection of images or videos of the event from the master stream by removing redundant images or videos; and storing, displaying or transmitting the master collection.
摘要翻译：一种用于将由不同摄像机捕获的相同事件的图像或视频的个体集合组织成主集合的方法，其中每个单独集合以时间顺序形成媒体流，包括使用处理器提供以下步骤：为每个集合提取图像特征每个单独集合的媒体流的图像或视频; 分析提取的特征以使媒体流对准以在公共时间线上的事件的时间顺序形成主流; 通过删除冗余图像或视频，从主流中产生主题集合的图像或视频; 并存储，显示或发送主集合。

30. 发明授权

US08154583B2 Eye gazing imaging for video communications 有权
标题翻译：眼睛注视成像视频通信
公开(公告)号：US08154583B2
公开(公告)日：2012-04-10
申请号：US11756575
申请日：2007-05-31
申请人： Andrew F. Kurtz , Jiebo Luo
发明人： Andrew F. Kurtz , Jiebo Luo
IPC分类号： H04N7/14
CPC分类号： H04N7/15 , H04N7/147
摘要： Video communication systems and methods for communicating between an individual in a local environment, and a remote viewer in a remote environment are provided. The system has an image display device; at least one image capture device which acquires video images for fields of view of a local environment, and any individuals therein; an audio system having an audio emission device and an audio capture device; a computer, which includes a contextual interface having a gaze adapting process, and image processor; and a communication controller which transmits and receives video images of the local environment and the remote environment, and data regarding video scene characteristics thereof across a network between the local environment and the remote environment; wherein the gaze adapting process identifies video scene characteristics of the local environment indicative of eye gaze image capture and altering the video images when the characteristics are indicative.
摘要翻译：提供了用于在本地环境中的个人和远程环境中的远程观看者之间进行通信的视频通信系统和方法。该系统具有图像显示装置; 至少一个图像采集装置，其获取用于当地环境的视野的视频图像，以及其中的任何个体; 具有音频发射装置和音频捕获装置的音频系统; 计算机，其包括具有凝视适应过程的上下文界面和图像处理器; 以及通信控制器，其发送和接收本地环境和远程环境的视频图像，以及关于本地环境和远程环境之间的网络的关于其视频场景特性的数据; 其中，注视适应过程识别指示眼睛注视图像捕获的局部环境的视频场景特征，并且在特征指示时改变视频图像。

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