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    • 1. 发明授权
    • Dominant color extraction using perceptual rules to produce ambient light derived from video content
    • 使用感知规则来产生源自视频内容的环境光的主色提取
    • US07894000B2
    • 2011-02-22
    • US11571283
    • 2005-06-27
    • Srinivas GuttaElmo M. A. DiederiksMark J. Elting
    • Srinivas GuttaElmo M. A. DiederiksMark J. Elting
    • H04N5/57H04N5/58
    • H04N9/12G06T7/90H04N9/64H04N9/73H05B37/029Y02B20/48
    • Extracting and processing video content encoded in a rendered color space to be emulated by an ambient light source, using perceptual rules for intelligent dominant color selection. Steps include quantizing the video color space; performing dominant color extraction by using a mode, median, mean, or weighted average of pixel chromaticities; applying perceptual rules to further derive dominant chromaticities via [1] chromaticity transforms; [2] a weighted average using a pixel weighting function influenced by scene content; and [3] extended dominant color extraction where pixel weighting is reduced for majority pixels; and [4] transforming the dominant color chosen to the ambient light color space using tristimulus matrices. A color of interest can be further analyzed to produce a true dominant color, and past video frames can guide selection of dominant colors in future frames.
    • 提取和处理被渲染的颜色空间中编码的视频内容,以由环境光源模拟,使用智能主导颜色选择的感知规则。 步骤包括量化视频颜色空间; 通过使用像素色度的模式,中值,平均值或加权平均值来执行主要颜色提取; 应用感知规则通过[1]色度变换进一步导出主色; [2]使用受场景内容影响的像素加权函数的加权平均值; 和[3]扩展主色提取,其中大多数像素的像素加权减少; 和[4]使用三刺激矩阵将所选择的主要颜色转换为环境光色空间。 可以进一步分析感兴趣的颜色以产生真正的主色,并且过去的视频帧可以指导未来帧中的主色选择。
    • 4. 发明授权
    • Dominant color extraction for ambient light derived from video content mapped through unrendered color space
    • 通过未渲染色彩空间映射的视频内容导出的环境光的主色提取
    • US08063992B2
    • 2011-11-22
    • US11571284
    • 2005-06-27
    • Srinivas GuttaMark J. Elting
    • Srinivas GuttaMark J. Elting
    • H04N5/57H04N5/58
    • H04N9/73H05B37/029
    • Extracting and processing video content encoded in a rendered color space to be emulated by an ambient light source, comprising extracting dominant color information from a video signal and transforming the color information through unrendered color space using tristimulus primary matrices to form a second rendered color space for ambient distribution. Steps include quantizing the rendered color space to form an assigned color distribution, such as by reducing possible color states, or binning to form superpixels; and selecting a dominant color using a mode, mean, median, or weighted average of pixel chromaticities. A color of interest can be further analyzed to produce a true dominant color, and past video frames can guide selection of dominant colors in future frames.
    • 提取和处理被渲染的颜色空间中编码的要被环境光源模拟的视频内容,包括从视频信号中提取主要颜色信息,并使用三色主矩阵来转换未渲染颜色空间的颜色信息,以形成第二渲染颜色空间, 环境分布。 步骤包括量化所渲染的颜色空间以形成所分配的颜色分布,例如通过减少可能的颜色状态或合并形成超像素; 并使用像素色度的模式,均值,中值或加权平均来选择主色。 可以进一步分析感兴趣的颜色以产生真正的主色,并且过去的视频帧可以指导未来帧中的主色选择。
    • 5. 发明申请
    • Dominant color extraction for ambient light derived from video content mapped thorugh unrendered color space
    • 从视频内容导出的环境光的主要颜色提取映射到未渲染的颜色空间
    • US20080094515A1
    • 2008-04-24
    • US11571284
    • 2005-06-27
    • Srinivas GuttaMark J. Elting
    • Srinivas GuttaMark J. Elting
    • H04N5/58
    • H04N9/73H05B37/029
    • Extracting and processing video content encoded in a rendered color space to be emulated by an ambient light source, comprising extracting dominant color information from a video signal and transforming the color information through unrendered color space using tristimulus primary matrices to form a second rendered color space for ambient distribution. Steps include quantizing the rendered color space to form an assigned color distribution, such as by reducing possible color states, or binning to form superpixels; and selecting a dominant color using a mode, mean, median, or weighted average of pixel chromaticities. A color of interest can be further analyzed to produce a true dominant color, and past video frames can guide selection of dominant colors in future frames.
    • 提取和处理被渲染的颜色空间中编码的要被环境光源模拟的视频内容,包括从视频信号中提取主要颜色信息,并使用三色主矩阵来转换未渲染颜色空间的颜色信息,以形成第二渲染颜色空间, 环境分布。 步骤包括量化所渲染的颜色空间以形成所分配的颜色分布,例如通过减少可能的颜色状态或合并形成超像素; 并使用像素色度的模式,均值,中值或加权平均来选择主色。 可以进一步分析感兴趣的颜色以产生真正的主色,并且过去的视频帧可以指导未来帧中的主色选择。
    • 7. 发明授权
    • Method and apparatus for recommending items of interest to a user based on recommendations for one or more third parties
    • 基于对一个或多个第三方的建议来向用户推荐感兴趣的项目的方法和装置
    • US07571452B2
    • 2009-08-04
    • US10014194
    • 2001-11-13
    • Srinivas Gutta
    • Srinivas Gutta
    • H04N5/445G06F13/00G06F3/00
    • H04N21/4661H04N7/163H04N21/44222H04N21/4532H04N21/454H04N21/4668
    • A method and apparatus are disclosed for recommending items of interest to a user based on recommendations made to one or more third parties. The recommendation scores generated by a primary recommender are influenced by recommendations generated for one or more third parties, such as a friend, colleague or trendsetter. The disclosed recommender corroborates with other recommenders when recommending items of interest and adjusts a conventional recommender score based on third party recommendations. The third party recommendations may be a top-N list of recommended items for a given third party, and may optionally include a recommendation score and an indication of whether or not the third party actually selected the recommended item. A recommender evaluates the viewing or purchase habits of a user and communicates with one or more other recommenders to determine the items that are being recommended by such other recommenders.
    • 公开了一种方法和装置,用于基于对一个或多个第三方的建议向用户推荐感兴趣的项目。 主要推荐者产生的推荐分数受到为一个或多个第三方(如朋友,同事或潮流引擎)生成的建议的影响。 当推荐感兴趣的项目时,所公开的推荐者与其他推荐者确认,并且基于第三方建议来调整常规的推荐者评分。 第三方建议可能是给定第三方的推荐项目的前N列表,并且可以可选地包括推荐分数以及第三方是否实际选择了推荐项目的指示。 推荐者评估用户的观看或购买习惯,并与一个或多个其他推荐者进行通信,以确定由其他推荐者推荐的项目。
    • 8. 发明申请
    • Method and Apparatus for Protection of Content Using Biometric Watermarks
    • 使用生物特征水印保护内容的方法和装置
    • US20080235808A1
    • 2008-09-25
    • US10586078
    • 2005-01-17
    • Srinivas GuttaMauro Barbieri
    • Srinivas GuttaMauro Barbieri
    • H04L9/32
    • G06F21/10G06F21/32G06F21/6209G06F2221/0737
    • A method and apparatus are that restrict access to digital content to an authorized user on one or more systems using biometric watermarks. The disclosed biometric watermarking techniques allow an authorized user to be uniquely identified. Access to digital content is restricted to digital content in accordance with the present invention by embedding a biometric watermark, such as a biometric image, in the content. Thereafter, a user can only access the content if a biometric sample of the user matches the embedded biometric watermark. In one variation, the user can only access the content if the biometric sample is a live biometric sample. The embedded biometric watermark optionally includes information describing a system employed by the user to obtain the content. The user can optionally be permitted to access the content, without a biometric evaluation, if the content is on a system that has been previously authorized for the user using a biometric evaluation.
    • 一种方法和装置是在使用生物特征水印的一个或多个系统上限制对授权用户的数字内容的访问。 所公开的生物特征水印技术允许授权用户被唯一地识别。 根据本发明,通过在生物特征图像中嵌入诸如生物特征图像的生物特征水印,对数字内容的访问仅限于数字内容。 此后,如果用户的生物测定样本与嵌入的生物测定水印匹配,则用户只能访问内容。 在一个变体中,如果生物测定样本是活体生物特征样本,则用户只能访问内容。 嵌入式生物水印可选地包括描述用户获取内容所采用的系统的信息。 如果内容在先前已经为用户使用生物特征评估授权的系统上,则可以可选地允许用户访问内容,而不进行生物特征评估。