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    • 2. 发明申请
    • UTILIZING IMAGES AS ONLINE IDENTIFIERS TO LINK BEHAVIORS TOGETHER
    • 使用图像作为联机标识符链接行为
    • US20120155776A1
    • 2012-06-21
    • US12974184
    • 2010-12-21
    • LEE-MING ZENVALERI LIBORSKIGERARD GJONEJTERESA MAH
    • LEE-MING ZENVALERI LIBORSKIGERARD GJONEJTERESA MAH
    • G06K9/68G06K9/48
    • G06F17/30277G06F17/30876
    • Systems, methods, and computer storage media having computer-executable instructions embodied thereon that utilize images to generate identifiers of entities and to determine various relationships between entities and web pages are described. A collection of class images that represent various people and non-people entities deemed relevant for tracking user behavior is generated. Given a class image that represents an entity, an image identifier comprising unique feature vectors for that class image is generated. Given an arbitrary web page, all the images embedded on the web page are analyzed. Each embedded image is compared to the image identifiers of the collection of class images to determine whether or not any entities of interest appear in the embedded images of the web page. If relevant entities do appear on the web page, various associations can be made between the entities found on the page, and between the uniform resource locator (URL) of the web page where the entities appear.
    • 描述了具有体现在其上的计算机可执行指令的系统,方法和计算机存储介质,其利用图像来生成实体的标识符并且确定实体和网页之间的各种关系。 生成代表与跟踪用户行为相关的各种人员和非人员实体的类图像集合。 给定表示实体的类图像,生成包含该类图像的唯一特征向量的图像标识符。 给定一个任意网页,分析网页上嵌入的所有图像。 将每个嵌入图像与类图像集合的图像标识符进行比较,以确定感兴趣的实体是否出现在网页的嵌入图像中。 如果相关实体确实出现在网页上,则可以在页面上找到的实体之间以及实体出现的网页的统一资源定位符(URL)之间进行各种关联。
    • 3. 发明申请
    • APPLYING IMAGE-BASED CONTEXTUAL ADVERTISEMENTS TO IMAGES
    • 对图像应用基于图像的语境广告
    • US20090148045A1
    • 2009-06-11
    • US11952290
    • 2007-12-07
    • PHILIP LEEHENG ZHANGLEE-MING ZEN
    • PHILIP LEEHENG ZHANGLEE-MING ZEN
    • G06K9/46
    • G06T11/00G06Q30/02
    • Systems, methods, computer-readable media, and graphical user interfaces for applying image-based contextual advertisements to images are provided. An image analyzing module and advertisement analyzing module analyze images and advertisements to identify image attributes and advertisement attributes. Upon identifying image attributes and advertisement attributes, advertisements deemed contextually relevant to an image are determined. In some embodiments, the contextually relevant advertisements are ranked. Thereafter, one or more contextually relevant advertisements are associated with the image. The one or more contextually relevant advertisements are presented based on preferences and/or features.
    • 提供了用于将图像的上下文广告应用于图像的系统,方法,计算机可读介质和图形用户界面。 图像分析模块和广告分析模块分析图像和广告,以识别图像属性和广告属性。 在识别图像属性和广告属性时,确定与图像上下文相关的广告。 在一些实施例中,对上下文相关的广告进行排名。 此后,一个或多个上下文相关的广告与图像相关联。 基于偏好和/或特征来呈现一个或多个内容相关的广告。