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    • 2. 发明授权
    • Associating cameras with users of a social networking system
    • 将相机与社交网络系统的用户相关联
    • US08472662B2
    • 2013-06-25
    • US12884119
    • 2010-09-16
    • Daniel MurielloStephen Charles HeiseJie Chen
    • Daniel MurielloStephen Charles HeiseJie Chen
    • G06K9/00
    • G06Q50/01
    • Images uploaded by users of a social networking system are analyzed to determine signatures of cameras used to capture the images. A camera signature comprises features extracted from images that characterize the camera used for capturing the image, for example, faulty pixel positions in the camera and metadata available in files storing the images. Associations between users and cameras are inferred based on actions relating users with the cameras, for example, users uploading images, users being tagged in images captured with a camera, and the like. Associations between users of the social networking system related via cameras are inferred. These associations are used beneficially for the social networking system, for example, for recommending potential connections to a user, recommending events and groups to users, identifying multiple user accounts created by the same user, detecting fraudulent accounts, and determining affinity between users.
    • 分析由社交网络系统的用户上传的图像,以确定用于捕获图像的相机的签名。 相机签名包括从表征用于捕获图像的相机的图像提取的特征,例如相机中的故障像素位置和存储图像的文件中可用的元数据。 基于用户与摄像机相关联的动作,例如,用户上传图像,用户被标记在用相机拍摄的图像中的用户等等,推断出用户和相机之间的关联。 推断出通过摄像机相关的社交网络系统的用户之间的关联。 这些关联被有益地用于社交网络系统,例如,推荐与用户的潜在连接,向用户推荐事件和组,识别由同一用户创建的多个用户账户,检测欺诈账户以及确定用户之间的亲和度。
    • 3. 发明授权
    • Using camera signatures from uploaded images to authenticate users of an online system
    • 使用上传图像的相机签名验证在线系统的用户
    • US08503718B2
    • 2013-08-06
    • US13617504
    • 2012-09-14
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • G06K9/00
    • G06F21/44
    • Users of an online system are authenticated based on signatures of cameras that were used to capture images uploaded to the online system. Users of an online system upload photos taken from their cameras. The online system extracts characteristic information about the camera that captured the photos. This information includes a mapping of faulty pixels, metadata included with the photos, a naming convention, and the like. The online system stores an association between the user and the camera. This association is used for authentication of the user. For authentication, the user is asked to upload new photos taken from the camera that the user used previously. The information extracted from the newly uploaded photos is matched against stored information of cameras used previously by the user. The user is successfully authenticated if the camera used for the newly uploaded photos matches a previously stored camera.
    • 在线系统的用户基于用于捕获上传到在线系统的图像的相机的签名进行身份验证。 在线系统的用户上传从相机拍摄的照片。 在线系统提取拍摄照片的相机的特征信息。 该信息包括错误像素的映射,照片附带的元数据,命名约定等。 在线系统存储用户和相机之间的关联。 该关联用于用户的认证。 对于认证,用户被要求上传用户以前使用的相机拍摄的新照片。 从新上传的照片提取的信息与用户先前使用的相机的存储信息相匹配。 如果用于新上传的照片的相机与先前存储的相机匹配,则用户已成功验证。
    • 4. 发明申请
    • USING CAMERA SIGNATURES FROM UPLOADED IMAGES TO AUTHENTICATE USERS OF AN ONLINE SYSTEM
    • 使用上传图像中的相机签名来确认在线系统的用户
    • US20130011007A1
    • 2013-01-10
    • US13617504
    • 2012-09-14
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • G06K9/00
    • G06F21/44
    • Users of an online system are authenticated based on signatures of cameras that were used to capture images uploaded to the online system. Users of an online system upload photos taken from their cameras. The online system extracts characteristic information about the camera that captured the photos. This information includes a mapping of faulty pixels, metadata included with the photos, a naming convention, and the like. The online system stores an association between the user and the camera. This association is used for authentication of the user. For authentication, the user is asked to upload new photos taken from the camera that the user used previously. The information extracted from the newly uploaded photos is matched against stored information of cameras used previously by the user. The user is successfully authenticated if the camera used for the newly uploaded photos matches a previously stored camera.
    • 在线系统的用户基于用于捕获上传到在线系统的图像的相机的签名进行身份验证。 在线系统的用户上传从相机拍摄的照片。 在线系统提取拍摄照片的相机的特征信息。 该信息包括错误像素的映射,照片附带的元数据,命名约定等。 在线系统存储用户和相机之间的关联。 该关联用于用户的认证。 对于认证,用户被要求上传用户以前使用的相机拍摄的新照片。 从新上传的照片提取的信息与用户先前使用的相机的存储信息相匹配。 如果用于新上传的照片的相机与先前存储的相机匹配,则用户已成功验证。
    • 5. 发明授权
    • Using camera signatures from uploaded images to authenticate users of an online system
    • 使用上传图像的相机签名验证在线系统的用户
    • US08306256B2
    • 2012-11-06
    • US12884137
    • 2010-09-16
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • G06K9/00
    • G06F21/44
    • Users of an online system are authenticated based on signatures of cameras that were used to capture images uploaded to the online system. Users of an online system upload photos taken from their cameras. The online system extracts characteristic information about the camera that captured the photos. This information includes a mapping of faulty pixels, metadata included with the photos, a naming convention, and the like. The online system stores an association between the user and the camera. This association is used for authentication of the user. For authentication, the user is asked to upload new photos taken from the camera that the user used previously. The information extracted from the newly uploaded photos is matched against stored information of cameras used previously by the user. The user is successfully authenticated if the camera used for the newly uploaded photos matches a previously stored camera.
    • 在线系统的用户基于用于捕获上传到在线系统的图像的相机的签名进行身份验证。 在线系统的用户上传从相机拍摄的照片。 在线系统提取拍摄照片的相机的特征信息。 该信息包括错误像素的映射,照片附带的元数据,命名约定等。 在线系统存储用户和相机之间的关联。 该关联用于用户的认证。 对于认证,用户被要求上传用户以前使用的相机拍摄的新照片。 从新上传的照片提取的信息与用户先前使用的相机的存储信息相匹配。 如果用于新上传的照片的相机与先前存储的相机匹配,则用户已成功验证。
    • 6. 发明申请
    • USING CAMERA SIGNATURES FROM UPLOADED IMAGES TO AUTHENTICATE USERS OF AN ONLINE SYSTEM
    • 使用上传图像中的相机签名来确认在线系统的用户
    • US20120070029A1
    • 2012-03-22
    • US12884137
    • 2010-09-16
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • Daniel Gregory MurielloStephen Charles HeiseJie Chen
    • G06K9/00
    • G06F21/44
    • Users of an online system are authenticated based on signatures of cameras that were used to capture images uploaded to the online system. Users of an online system upload photos taken from their cameras. The online system extracts characteristic information about the camera that captured the photos. This information includes a mapping of faulty pixels, metadata included with the photos, a naming convention, and the like. The online system stores an association between the user and the camera. This association is used for authentication of the user. For authentication, the user is asked to upload new photos taken from the camera that the user used previously. The information extracted from the newly uploaded photos is matched against stored information of cameras used previously by the user. The user is successfully authenticated if the camera used for the newly uploaded photos matches a previously stored camera.
    • 在线系统的用户基于用于捕获上传到在线系统的图像的相机的签名进行身份验证。 在线系统的用户上传从相机拍摄的照片。 在线系统提取拍摄照片的相机的特征信息。 该信息包括错误像素的映射,照片附带的元数据,命名约定等。 在线系统存储用户和相机之间的关联。 该关联用于用户的认证。 对于认证,用户被要求上传用户以前使用的相机拍摄的新照片。 从新上传的照片提取的信息与用户先前使用的相机的存储信息相匹配。 如果用于新上传的照片的相机与先前存储的相机匹配,则用户已成功验证。
    • 8. 发明申请
    • ASSOCIATING CAMERAS WITH USERS OF A SOCIAL NETWORKING SYSTEM
    • 与社会网络系统的用户相关的相机
    • US20120072493A1
    • 2012-03-22
    • US12884119
    • 2010-09-16
    • Daniel MurielloStephen Charles HeiseJie Chen
    • Daniel MurielloStephen Charles HeiseJie Chen
    • G06F15/16
    • G06Q50/01
    • Images uploaded by users of a social networking system are analyzed to determine signatures of cameras used to capture the images. A camera signature comprises features extracted from images that characterize the camera used for capturing the image, for example, faulty pixel positions in the camera and metadata available in files storing the images. Associations between users and cameras are inferred based on actions relating users with the cameras, for example, users uploading images, users being tagged in images captured with a camera, and the like. Associations between users of the social networking system related via cameras are inferred. These associations are used beneficially for the social networking system, for example, for recommending potential connections to a user, recommending events and groups to users, identifying multiple user accounts created by the same user, detecting fraudulent accounts, and determining affinity between users.
    • 分析由社交网络系统的用户上传的图像,以确定用于捕获图像的相机的签名。 相机签名包括从表征用于捕获图像的相机的图像提取的特征,例如相机中的故障像素位置和存储图像的文件中可用的元数据。 基于用户与摄像机相关联的动作,例如,用户上传图像,用户被标记在用相机拍摄的图像中的用户等等,推断出用户和相机之间的关联。 推断出通过摄像机相关的社交网络系统的用户之间的关联。 这些关联有利地用于社交网络系统,例如,用于推荐与用户的潜在连接,向用户推荐事件和组,识别由同一用户创建的多个用户帐户,检测欺诈账户以及确定用户之间的亲和度。