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1. 发明授权

US06879703B2 Method and apparatus for watermarking images 失效
标题翻译：水印图像的方法和装置
公开(公告)号：US06879703B2
公开(公告)日：2005-04-12
申请号：US10220776
申请日：2002-01-10
申请人： Ching-Yung Lin , Shih-Fu Chang
发明人： Ching-Yung Lin , Shih-Fu Chang
IPC分类号： G06T1/00 , H04N1/32 , G06K9/10
CPC分类号： G06T1/0057 , G06T1/0042 , G06T1/005 , G06T2201/0052 , G06T2201/0061 , H04N1/32165 , H04N1/32187 , H04N1/32277 , H04N1/3232 , H04N2201/3236 , H04N2201/327
摘要： Digital watermarks are embedded in image data (102)in order to enable authentication of the image data and/or replacement of rejected portions of the image data. Authentication codes are derived by comparing selected discrete cosine transform (DCT) (104) coefficients within DCT data (106) derived from the original, spatial-domain image data. The authentication codes thus generated are embedded in DCT coefficients (612) other than the ones which were used to derive the authentication codes. The resulting, watermarked data can be sent or made available to one or more recipients who can compress or otherwise use the watermarked data. Image data derived from the watermarked data—e.g, compressed versions of the watermarked data—can be authenticated by: extracting the embedded authentication codes, comparing DCT coefficients derived from the coefficients from which the original authentication codes were generated; and determining whether the compared DCT coefficients are consistent with the extracted authentication codes.
摘要翻译：数字水印被嵌入在图像数据（102）中，以便能够对图像数据进行认证和/或替换图像数据的被拒绝的部分。通过比较从原始的空间域图像数据导出的DCT数据（106）内的选定的离散余弦变换（DCT）（104）系数，导出认证码。这样生成的认证码被嵌入除了用于导出认证码的那些之外的DCT系数（612）中。所得到的水印数据可以被发送或使其可用于可压缩或以其他方式使用水印数据的一个或多个接收者。从水印数据导出的图像数据（例如，水印数据的压缩版本）可以通过以下方式来认证：提取嵌入的认证码，比较从产生原始认证码的系数导出的DCT系数; 以及确定所述比较的DCT系数是否与所提取的认证码一致。

2. 发明授权

US06532541B1 Method and apparatus for image authentication 失效
标题翻译：图像认证方法和装置
公开(公告)号：US06532541B1
公开(公告)日：2003-03-11
申请号：US09235862
申请日：1999-01-22
申请人： Shih-Fu Chang , Ching-Yung Lin
发明人： Shih-Fu Chang , Ching-Yung Lin
IPC分类号： H04L900
CPC分类号： G06T1/005 , G06T1/0028 , G06T2201/0052 , G06T2201/0065 , G06T2201/0081 , H04L9/3247 , H04L2209/30 , H04L2209/608 , H04N1/32101 , H04N2201/3235 , H04N2201/3236
摘要： A system for authentication of a digital image includes a signature generator for creating a robust digital signature for an original image based on instrument features of the image. An authentication processor extracts a set of invariant features for the original image from the digital signature, generates a corresponding set of invariant features for the present image to be authenticated and compares the two sets of invariant features to determine whether the image has been subjected to malicious manipulation. The invariant features include the polarity and magnitude of the difference between discrete cosine transform coefficients at corresponding coefficient locations in selected image block pairs. The intensity of the original image is also authenticated by comparing a mean value of coefficient of the original image to the mean value of the coefficient of the present image.
摘要翻译：用于认证数字图像的系统包括签名生成器，用于基于图像的乐器特征为原始图像创建鲁棒的数字签名。认证处理器从数字签名中提取原始图像的一组不变特征，为要验证的当前图像生成相应的一组不变特征，并比较两组不变特征，以确定图像是否已经受到恶意操纵。不变特征包括所选图像块对中相应系数位置处的离散余弦变换系数之间的差异的极性和幅度。通过将原始图像的系数的平均值与当前图像的系数的平均值进行比较，也可以对原始图像的强度进行认证。

3. 发明授权

US09009147B2 Finding a top-K diversified ranking list on graphs 有权
标题翻译：在图表上找到顶级K多样化排名列表
公开(公告)号：US09009147B2
公开(公告)日：2015-04-14
申请号：US13213856
申请日：2011-08-19
申请人： Jingrui He , Ravi B. Konuru , Ching-Yung Lin , Hanghang Tong , Zhen Wen
发明人： Jingrui He , Ravi B. Konuru , Ching-Yung Lin , Hanghang Tong , Zhen Wen
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/3053 , G06F17/30592 , G06F17/30958 , G06F2216/03
摘要： A method, system and computer program product for finding a diversified ranking list for a given query. In one embodiment, a multitude of date items responsive to the query are identified, a marginal score is established for each data item; and a set, or ranking list, of the data items is formed based on these scores. This ranking list is formed by forming an initial set, and one or more data items are added to the ranking list based on the marginal scores of the data items. In one embodiment, each of the data items has a measured relevance and a measured diversity value, and the marginal scores for the data items are based on the measured relevance and the measured diversity values of the data items.
摘要翻译：一种用于查找给定查询的多样化排名列表的方法，系统和计算机程序产品。在一个实施例中，识别响应于查询的多个日期项目，为每个数据项目建立边际分数; 并且基于这些分数形成数据项的集合或排名列表。该排序列表通过形成初始集合而形成，并且基于数据项目的边际分数将一个或多个数据项目添加到排名列表。在一个实施例中，每个数据项具有测量的相关性和测量的分集值，并且数据项的边际分数基于所测量的相关性和所测量的数据项的分集值。

4. 发明授权

US08818918B2 Determining the importance of data items and their characteristics using centrality measures 有权
标题翻译：使用中心性措施确定数据项的重要性及其特征
公开(公告)号：US08818918B2
公开(公告)日：2014-08-26
申请号：US13096220
申请日：2011-04-28
申请人： Ching-Yung Lin , Hanghang Tong , Jimeng Sun , Spyridon Papadimitriou , U Kang
发明人： Ching-Yung Lin , Hanghang Tong , Jimeng Sun , Spyridon Papadimitriou , U Kang
IPC分类号： G06F17/30 , G06F15/18
CPC分类号： G06N5/003
摘要： Computer-implemented methods, systems, and articles of manufacture for determining the importance of a data item. A method includes: (a) receiving a node graph; (b) approximating a number of neighbor nodes of a node; and (c) calculating a average shortest path length of the node to the remaining nodes using the approximation step, where this calculation demonstrates the importance of a data item represented by the node. Another method includes: (a) receiving a node graph; (b) building a decomposed line graph of the node graph; (c) calculating stationary probabilities of incident edges of a node graph node in the decomposed line graph, and (d) calculating a summation of the stationary probabilities of the incident edges associated with the node, where the summation demonstrates the importance of a data item represented by the node. Both methods have at least one step carried out using a computer device.
摘要翻译：用于确定数据项的重要性的计算机实现的方法，系统和制造。一种方法包括：（a）接收节点图; （b）近似一个节点的邻居节点数; 和（c）使用近似步骤计算节点与剩余节点的平均最短路径长度，其中该计算表明由节点表示的数据项的重要性。另一种方法包括：（a）接收节点图; （b）构建节点图的分解线图; （c）计算分解线图中节点图形节点的入射边缘的固定概率，以及（d）计算与节点相关联的入射边缘的固定概率的总和，其中求和表示数据项的重要性由节点表示。两种方法都使用计算机设备进行至少一个步骤。

5. 发明授权

US08775335B2 Privacy-aware on-line user role tracking 失效
标题翻译：隐私权在线用户角色跟踪
公开(公告)号：US08775335B2
公开(公告)日：2014-07-08
申请号：US13198790
申请日：2011-08-05
申请人： Ching-Yung Lin , Hanghang Tong , Fei Wang
发明人： Ching-Yung Lin , Hanghang Tong , Fei Wang
IPC分类号： G06F15/18
CPC分类号： G06K9/00523 , G06K9/6247 , G06Q30/02
摘要： Access is obtained to a first nonnegative factor matrix and a second nonnegative factor matrix obtained by factorizing a nonnegative asymmetric matrix which represents a set of data which tracks time-stamped activities of a plurality of entities. The first nonnegative factor matrix is representative of initial role membership of the entities, and the second nonnegative factor matrix is representative of initial role activity descriptions. At a given one of the time stamps, while holding a change in the first nonnegative factor matrix constant, a change in the second nonnegative factor matrix is updated to reflect time variance of the set of data at the given one of the time stamps, without accessing actual data values at previous ones of the time stamps. At the given one of the time stamps, while holding a change in the second nonnegative factor matrix constant, a change in the first nonnegative factor matrix is updated, to reflect the time variance of the set of data at the given one of the time stamps, without accessing the actual data values at the previous ones of the time stamps. The role membership of the entities and the role activity descriptions, at the given one of the time stamps, are updated based on the updating steps. A suitable technique for nonnegative symmetric matrices is also provided.
摘要翻译：获得第一非负因子矩阵和第二非负因子矩阵，该第二非负因子矩阵通过对表示一组跟踪多个实体的时间戳活动的数据的非负非对称矩阵进行分解而获得。第一个非负因子矩阵代表实体的初始角色成员，第二个非负因子矩阵代表初始角色活动描述。在给定的一个时间戳中，在保持第一非负因子矩阵常数的变化的同时，更新第二非负因子矩阵的变化，以反映给定的一个时间戳上的数据集的时间方差，而没有访问以前的时间戳的实际数据值。在给定的一个时间标记中，在保持第二非负因子矩阵常数的变化的同时，更新第一非负因子矩阵的变化，以反映给定的一个时间戳的数据集的时间方差，而不访问前一个时间戳的实际数据值。在给定的一个时间戳上，实体的角色成员身份和角色活动描述将根据更新步骤进行更新。还提供了一种用于非负对称矩阵的合适技术。

6. 发明申请

US20120278021A1 METHOD AND SYSTEM FOR DETECTING ANOMALIES IN A BIPARTITE GRAPH 有权
标题翻译：用于检测双体图中异常的方法和系统
公开(公告)号：US20120278021A1
公开(公告)日：2012-11-01
申请号：US13094724
申请日：2011-04-26
申请人： Ching-Yung Lin , Hanghang Tony
发明人： Ching-Yung Lin , Hanghang Tony
IPC分类号： G06F19/00
CPC分类号： G06F17/10
摘要： A method of detecting anomalies from a bipartite graph includes analyzing the graph to determine a row-cluster membership, a column-cluster membership and a non-negative residual matrix, and in a processor, detecting the anomalies from the non-negative residual matrix.
摘要翻译：从二分图中检测异常的方法包括分析该图以确定行群成员资格，列群成员资格和非负残余矩阵，并且在处理器中检测来自非负残余矩阵的异常。

7. 发明授权

US08165983B2 Method and apparatus for resource allocation among classifiers in classification systems 有权
标题翻译：分类系统中分类器之间资源分配的方法和装置
公开(公告)号：US08165983B2
公开(公告)日：2012-04-24
申请号：US12054955
申请日：2008-03-25
申请人： Chung-Sheng Li , Ching-Yung Lin , Milind R. Naphade , John R. Smith
发明人： Chung-Sheng Li , Ching-Yung Lin , Milind R. Naphade , John R. Smith
IPC分类号： G06F17/00 , G06F15/18 , G06N5/02
CPC分类号： G06F9/50 , G06N99/005
摘要： Methods and apparatus for optimizing resource allocation among data analysis functions in a classification system are provided. Each of the data analysis functions is characterized as a set of operating points in accordance with at least one of resource requirements and analysis quality. An operating point for each of the data analysis functions is selected in accordance with one or more constraints. The analysis functions are applied at selected operating points to optimize resource allocation among the data analysis functions in the classification system.
摘要翻译：提供了一种用于优化分类系统中数据分析功能之间的资源分配的方法和装置。根据资源需求和分析质量中的至少一个，每个数据分析功能被表征为一组操作点。根据一个或多个约束来选择每个数据分析功能的操作点。分析功能应用于所选择的操作点，以优化分类系统中数据分析功能之间的资源分配。

8. 发明授权

US07793212B2 System and method for annotating multi-modal characteristics in multimedia documents 有权
标题翻译：多媒体文件注释多模态特征的系统和方法
公开(公告)号：US07793212B2
公开(公告)日：2010-09-07
申请号：US10539890
申请日：2003-12-19
申请人： Hugh W. Adams, Jr. , Giridharen Iyengar , Ching-Yung Lin , Chalapathy V. Neti , John R. Smith , Belle L. Tseng
发明人： Hugh W. Adams, Jr. , Giridharen Iyengar , Ching-Yung Lin , Chalapathy V. Neti , John R. Smith , Belle L. Tseng
IPC分类号： G06F17/00
CPC分类号： G06F17/30038 , G06F17/241
摘要： A manual annotation system of multi-modal characteristics in multimedia files. There is provided an arrangement for selection an observation modality of video with audio, video without audio, audio with video, or audio without video, to be used to annotate multimedia content. While annotating video or audio features is isolation results in less confidence in the identification of features, observing both audio and video simultaneously and annotating that observation results in a higher confidence level.
摘要翻译：多媒体文件中多模态特征的手动注释系统。提供了一种用于选择具有音频的视频，没有音频的视频，具有视频的音频或无视频的音频的观察模式的布置，用于注释多媒体内容。虽然注释视频或音频功能是隔离的结果对于识别功能的信心较差，同时观察音频和视频，并注释观察结果导致更高的置信水平。

9. 发明申请

US20070255721A1 System and method for constructing a social network from multiple disparate, heterogeneous data sources 失效
标题翻译：从多个不同的异构数据源构建社交网络的系统和方法
公开(公告)号：US20070255721A1
公开(公告)日：2007-11-01
申请号：US11414232
申请日：2006-05-01
申请人： Catherine Chess , Kate Ehrlich , Mary Helander , Sandra Kearney , Ching-Yung Lin , Sue Medeiros , Katherine Penchuk
发明人： Catherine Chess , Kate Ehrlich , Mary Helander , Sandra Kearney , Ching-Yung Lin , Sue Medeiros , Katherine Penchuk
IPC分类号： G06F17/30
CPC分类号： G06Q10/06 , G06Q10/063 , Y10S707/99943 , Y10S707/99945
摘要： A system and method (and method of deploying computing infrastructure) of constructing a social network, which includes constructing the social network from a plurality of disparate, heterogeneous data sources, in which at least one of the data sources includes a user generated data source. A plurality of nodes and linkages are identified and attributes for the nodes and linkages are determined based on the plurality of disparate, heterogeneous data sources.
摘要翻译：一种构建社交网络的系统和方法（以及部署计算基础设施的方法），其包括从多个不同的异构数据源构建社交网络，其中至少一个数据源包括用户生成的数据源。识别多个节点和链接，并且基于多个不同的异构数据源确定节点和链接的属性。

10. 发明授权

US08645339B2 Method and system for managing and querying large graphs 失效
标题翻译：用于管理和查询大图的方法和系统
公开(公告)号：US08645339B2
公开(公告)日：2014-02-04
申请号：US13294598
申请日：2011-11-11
申请人： U Kang , Ching-Yung Lin , Jimeng Sun , Hanghang Tong
发明人： U Kang , Ching-Yung Lin , Jimeng Sun , Hanghang Tong
IPC分类号： G06F17/30 , G06F15/16
CPC分类号： G06F17/30533 , G06F17/30958
摘要： A method, system and computer program product for managing and querying a graph. The method includes the steps of: receiving a graph; partitioning the graph into homogeneous blocks; compressing the homogeneous blocks; and storing the compressed homogeneous blocks in files where at least one of the steps is carried out using a computer device.
摘要翻译：用于管理和查询图形的方法，系统和计算机程序产品。该方法包括以下步骤：接收图形; 将图划分成均匀块; 压制均质块; 以及将压缩的均匀块存储在使用计算机设备执行至少一个步骤的文件中。

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