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    • 3. 发明申请
    • FACIAL RECOGNITION WITH SOCIAL NETWORK AIDING
    • 社会网络援助的真实认可
    • WO2011017653A1
    • 2011-02-10
    • PCT/US2010/044771
    • 2010-08-06
    • GOOGLE INC.PETROU, DavidRABINOVICH, AndrewADAM, Hartwig
    • PETROU, DavidRABINOVICH, AndrewADAM, Hartwig
    • G06F17/30G06K9/00
    • G06F17/30268G06F17/30256G06F17/30277G06F17/3053G06F17/30867G06K9/00288G06K9/00677
    • A facial recognition search system identifies one or more likely names (or other personal identifiers) corresponding to the facial image(s) in a query as follows. After receiving the visual query with one or more facial images, the system identifies images that potentially match the respective facial image in accordance with visual similarity criteria. Then one or more persons associated with the potential images are identified. For each identified person, person-specific data comprising metrics of social connectivity to the requester are retrieved from a plurality of applications such as communications applications, social networking applications, calendar applications, and collaborative applications. An ordered list of persons is then generated by ranking the identified persons in accordance with at least metrics of visual similarity between the respective facial image and the potential image matches and with the social connection metrics. Finally, at least one person identifier from the list is sent to the requester.
    • 面部识别搜索系统如下所述在查询中识别与面部图像相对应的一个或多个可能的名称(或其他个人标识符)。 在接收到具有一个或多个面部图像的视觉查询之后,系统根据视觉相似性标准识别潜在地匹配相应面部图像的图像。 然后识别与潜在图像相关联的一个或多个人。 对于每个已识别的人,从诸如通信应用,社交网络应用,日历应用和协作应用的多个应用中检索包括对请求者的社交连接性度量的个人特定数据。 然后通过根据相应的面部图像和潜在图像匹配之间的视觉相似性的度量以及与社会连接度量进行评估来对所识别的人进行排名来生成有序的人物列表。 最后,从列表中至少有一个人标识符被发送到请求者。
    • 4. 发明申请
    • IDENTIFYING MATCHING CANONICAL DOCUMENTS IN RESPONSE TO A VISUAL QUERY
    • 识别匹配视觉查询中的相关文档
    • WO2012075315A1
    • 2012-06-07
    • PCT/US2011/062930
    • 2011-12-01
    • GOOGLE INC.PETROU, DavidPOPAT, Ashok, C.CASEY, Matthew, R.
    • PETROU, DavidPOPAT, Ashok, C.CASEY, Matthew, R.
    • G06K9/72G06F17/30
    • G06K9/72G06F17/30253G06F17/30864G06K9/00483G06K2209/01
    • A server system receives a visual query from a client system. The visual query is an image containing text such as a picture of a document. At the receiving server or another server, optical character recognition (OCR) is performed on the visual query to produce text recognition data representing textual characters. Each character in a contiguous region of the visual query is individually scored according to its quality. The quality score of a respective character is influenced by the quality scores of neighboring or nearby characters. Using the scores, one or more high quality strings of characters are identified. Each high quality string has a plurality of high quality characters. A canonical source document matching the visual query that contains the one or more high quality textual strings is identified and retrieved. Then at least a portion of the canonical document is sent to the client system.
    • 服务器系统从客户端系统接收可视化查询。 视觉查询是包含文本的图像的图像,例如文档的图片。 在接收服务器或其他服务器上,对视觉查询执行光学字符识别(OCR),以产生表示文本字符的文本识别数据。 视觉查询的连续区域中的每个字符根据其质量单独评分。 相应角色的质量得分受邻近或附近角色质量得分的影响。 使用分数,识别出一个或多个高质量的字符串。 每个高质量的字符串都有多个高质量字符。 识别和检索与包含一个或多个高质量文本字符串的视觉查询匹配的规范源文档。 然后将规范文档的至少一部分发送到客户端系统。
    • 5. 发明申请
    • REGION OF INTEREST SELECTOR FOR VISUAL QUERIES
    • 视觉查询的兴趣区域
    • WO2011068572A1
    • 2011-06-09
    • PCT/US2010/045009
    • 2010-08-10
    • GOOGLE INC.PETROU, DavidCOHEN, ZakTING, PinLEE, Dar-Shyang
    • PETROU, DavidCOHEN, ZakTING, PinLEE, Dar-Shyang
    • G06F17/30
    • G06F17/3005G06F17/30047G06F17/30277G06K9/00664G06K9/2081
    • A client system receives an image such as a photograph, a screen shot, a scanned image, or a video frame. The image has a first resolution which is likely larger than a maximum resolution for visual queries. As such, if a visual query were created from the image some resolution would be lost. Instead, a user selects a region of interest within the image. The region of interest has a second resolution, which is smaller than the first resolution. The client system then creates a visual query from the region of interest. The visual query has a resolution no larger than a pre-defined maximum resolution for visual queries. Because the visual query is created from the region of interest rather, than the entire received image, most of the resolution is concentrated specifically on the region of interest. The visual query is then sent to a server system.
    • 客户端系统接收诸如照片,屏幕截图,扫描图像或视频帧的图像。 该图像具有可能大于视觉查询的最大分辨率的第一分辨率。 因此,如果从图像创建视觉查询,某些分辨率将会丢失。 相反,用户选择图像内的感兴趣区域。 感兴趣的区域有第二个分辨率,小于第一个分辨率。 然后,客户端系统从感兴趣的区域创建一个视觉查询。 视觉查询的分辨率不大于视觉查询的预定义最大分辨率。 因为视觉查询是从感兴趣的区域创建的,而不是整个接收到的图像,大部分的分辨率都集中在感兴趣的区域上。 然后将视觉查询发送到服务器系统。
    • 6. 发明申请
    • IDENTIFYING MATCHING CANONICAL DOCUMENTS IN RESPONSE TO A VISUAL QUERY
    • 识别匹配视觉查询中的相关文档
    • WO2011068571A1
    • 2011-06-09
    • PCT/US2010/044885
    • 2010-08-09
    • GOOGLE INC.PETROU, DavidPOPAT, Ashok, C.CASEY, Matthew, R.
    • PETROU, DavidPOPAT, Ashok, C.CASEY, Matthew, R.
    • G06F17/30
    • G06F17/30244G06F17/30864G06K9/00483G06K9/036G06K9/72
    • A server system receives a visual query from a client system. The visual query is an image containing text such as a picture of a document. At the receiving server or another server, optical character recognition (OCR) is performed on the visual query to produce text recognition data representing textual characters. Each character in a contiguous region of the visual query is individually scored according to its quality. The quality score of a respective character is influenced by the quality scores of neighboring or nearby characters. Using the scores, one or more high quality strings of characters are identified. Each high quality string has a plurality of high quality characters. A canonical document containing the one or more high quality textual strings is retrieved. At least a portion of the canonical document is sent to the client system.
    • 服务器系统从客户端系统接收可视化查询。 视觉查询是包含文本的图像的图像,例如文档的图片。 在接收服务器或其他服务器上,对视觉查询执行光学字符识别(OCR),以产生表示文本字符的文本识别数据。 视觉查询的连续区域中的每个字符根据其质量单独评分。 相应角色的质量得分受邻近或附近角色质量得分的影响。 使用分数,识别出一个或多个高质量的字符串。 每个高质量的字符串都有多个高质量字符。 检索包含一个或多个高质量文本字符串的规范文档。 规范文件的至少一部分被发送到客户端系统。
    • 7. 发明申请
    • ARCHITECTURE FOR RESPONDING TO A VISUAL QUERY
    • 响应视觉查询的架构
    • WO2011017557A1
    • 2011-02-10
    • PCT/US2010/044603
    • 2010-08-05
    • GOOGLE INC.PETROU, David
    • PETROU, David
    • G06F17/30
    • G06F17/30277G06F17/30256
    • A visual query such as a photograph, a screen shot, a scanned image, a video frame, or an image created by a content authoring application is submitted to a visual query search system. The search system processes the visual query by sending it to a plurality of parallel search systems, each implementing a distinct visual query search process. These parallel search systems may include but are not limited to optical character recognition (OCR), facial recognition, product recognition, bar code recognition, object-or-object-category recognition, named entity recognition, and color recognition. Then at least one search result is sent to the client system. In some embodiments, when the visual query is an image containing a text element and a non-text element, at least one search result includes an optical character recognition result for the text element and at least one image-match result for the non-text element.
    • 诸如照片,屏幕截图,扫描图像,视频帧或由内容创作应用创建的图像的视觉查询被提交到视觉查询搜索系统。 搜索系统通过将视觉查询发送到多个并行搜索系统来处理视觉查询,每个并行搜索系统实现不同的可视查询搜索过程。 这些并行搜索系统可以包括但不限于光学字符识别(OCR),面部识别,产品识别,条形码识别,对象或对象类别识别,命名实体识别和颜色识别。 然后至少一个搜索结果发送到客户端系统。 在一些实施例中,当视觉查询是包含文本元素和非文本元素的图像时,至少一个搜索结果包括文本元素的光学字符识别结果和非文本元素的至少一个图像匹配结果 元件。
    • 9. 发明申请
    • ACTIONABLE SEARCH RESULTS FOR VISUAL QUERIES
    • 可视化查询的可行搜索结果
    • WO2011068573A1
    • 2011-06-09
    • PCT/US2010/045316
    • 2010-08-12
    • GOOGLE INC.PETROU, DavidFLAMHOLZ, AviCASEY, Matthew, R.POWER, Theodore
    • PETROU, DavidFLAMHOLZ, AviCASEY, Matthew, R.POWER, Theodore
    • G06F17/30
    • G06F17/30861
    • A server system receives a visual query and identifies an entity in the visual query. The server system further identifies a client-side action corresponding to the identified entity and creates an actionable search result element configured to launch the client-side action. Examples of actionable search result elements are buttons to initiate a telephone call, to initiate email message, to map an address, to make a restaurant reservation, and to provide an option to purchase a product. The entity identified in the visual query may be indirectly associated with a client-side action whose contact address or appropriate link is found in a search result associated with the identified entity. The client system receives and displays the actionεible search result element, and upon a user selection of the actionable search result element, launches the client-side action in an application distinct from the visual query client application.
    • 服务器系统接收可视化查询并识别视觉查询中的实体。 服务器系统还识别与所识别的实体相对应的客户端动作,并创建配置成启动客户端动作的可操作的搜索结果元素。 可操作的搜索结果元素的示例是发起电话呼叫,发起电子邮件消息,映射地址,进行餐厅预约以及提供购买产品的选项的按钮。 在视觉查询中标识的实体可以间接地与客户端动作间接地相关联,其联系人地址或适当链接在与所识别的实体相关联的搜索结果中找到。 客户端系统接收并显示可操作搜索结果元素,并且在用户选择可操作的搜索结果元素时,在与可视查询客户端应用程序不同的应用中启动客户端操作。
    • 10. 发明申请
    • USER INTERFACE FOR PRESENTING SEARCH RESULTS FOR MULTIPLE REGIONS OF A VISUAL QUERY
    • 用于提供视觉查询的多个区域的搜索结果的用户界面
    • WO2011017558A1
    • 2011-02-10
    • PCT/US2010/044604
    • 2010-08-05
    • GOOGLE INC.PETROU, DavidPOWER, Theodore
    • PETROU, DavidPOWER, Theodore
    • G06F17/30
    • G06F17/30256
    • A visual query such as a photograph, screen shot, scanned image, or video frame is submitted to a visual query search system from a client system. The search system processes the visual query by sending it to a plurality of parallel search systems, each implementing a distinct visual query search process. A plurality of results is received from the parallel search systems. Utilizing the search results, an interactive results document is created and sent to the client system. The interactive results document has at least one visual identifier for a sub- portion of the visual query with a selectable link to at least one search result for that sub- portion. The visual identifier may be a bounding box around the respective sub-portion, or a semi-transparent label over the respective sub-portion. Optionally, the bounding box or label is color coded by type of result.
    • 诸如照片,屏幕截图,扫描图像或视频帧的视觉查询从客户端系统提交到视觉查询搜索系统。 搜索系统通过将视觉查询发送到多个并行搜索系统来处理视觉查询,每个并行搜索系统实现不同的可视查询搜索过程。 从并行搜索系统接收到多个结果。 利用搜索结果,创建交互式结果文档并将其发送到客户端系统。 交互结果文档具有至少一个视觉查询的子部分的视觉标识符,其具有至少一个该子部分的搜索结果的可选链接。 视觉标识符可以是围绕相应子部分的边界框,也可以是相应子部分上的半透明标签。 可选地,边界框或标签由结果类型进行颜色编码。