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    • 4. 发明申请
    • MANUALLY-ASSISTED AUTOMATED INDEXING OF IMAGES USING FACIAL RECOGNITION
    • 手动自动识别使用人脸识别的图像索引
    • WO2007011709A3
    • 2007-06-21
    • PCT/US2006027323
    • 2006-07-12
    • YOUFINDER INTELLECTUAL PROPERTGOLDBERG DAVID AGRAY ROBERTANGELL JOEROSE JEFFREY
    • GOLDBERG DAVID AGRAY ROBERTANGELL JOEROSE JEFFREY
    • G06K9/00
    • G06K9/033G06K9/00295
    • The present method relates to the manual assistance for the automated indexing (100) of a collection of images using facial recognition. In a first automated indexing step, automated indexing of faces within a collection of images is performed, creating sets of faces each of which comprises faces that are determined by the automated process to be representative of the same person. In a second splitting step (200), sets are displayed to an operator, who determines whether there are false-positive associations within a set. If false-positive associations are found, the faces representing different people are manually split into different sets, hi this way, there will be no false-positive associations within the collection of images, hi a third merging step (300), sets that have some' degree of similarity are presented to the operator, who determines whether the two sets comprise representations of the same person. If so, the two sets are manually merged, thereby eliminating false-negative errors. In this way, all of the faces in the image collection can be completely and accurately indexed.
    • 本方法涉及使用面部识别的图像集合的自动索引(100)的手动辅助。 在第一自动索引步骤中,执行图像集合内的面部的自动索引,创建一组面部,每个面部包括由自动化过程确定为代表相同人物的面部。 在第二分割步骤(200)中,将集合显示给运算符,运算符确定集合内是否存在假阳性关联。 如果发现假阳性关联,则表示不同人物的面部手动分割成不同的集合。这样,图像集合内将不存在假阳性关联。在第三合并步骤(300)中,具有 一些相似度呈现给运营商,运营商决定这两个组合是否包含同一个人的表示。 如果是这样,这两套手动合并,从而消除假阴性错误。 以这种方式,图像集合中的所有面都可以被完全和准确的编入索引。
    • 7. 发明申请
    • AUTOMATED INDEXING FOR DISTRIBUTING EVENT PHOTOGRAPHY
    • 自动分配事件拍摄指标
    • WO2006091869A3
    • 2006-11-30
    • PCT/US2006006697
    • 2006-02-23
    • YOUFINDER INTELLECTUAL PROPERTGOLDBERG DAVID A
    • GOLDBERG DAVID A
    • G06K9/00
    • G06K9/00288G06F17/30256G06F17/30265G06K9/00664G06K9/00677G11B27/28H04N1/32133H04N2201/3205H04N2201/3269
    • The present method relates to the automated indexing of event images for distribution. The automated indexing can use automated facial recognition to determine which people are in each image. The images indexed in this fashion can be presented in a gallery, ordered by characteristics of the people in the images such as their name or room number, so as to facilitate the selection of the images by the people. The identification of the people in the images can be assisted by security or other information regarding the people that may be available to the event manager. Furthermore, the closeness of the relationships of two people can be inferred from the degree to which the people are in the same images, allowing the people in the images to be placed into groups, which can be hierarchical and/or overlapping, and which can assist in the organization of images being presented to the people, either in a gallery or electronic display format.
    • 本方法涉及用于分发的事件图像的自动索引。 自动索引可以使用自动面部识别来确定每个图像中的哪些人。 以这种方式索引的图像可以呈现在画廊中,按照人物的特征(诸如他们的姓名或房间号码)进行排序,以便于人们选择图像。 图像中的人物的识别可以通过关于事件管理器可用的人的安全性或其他信息来辅助。 此外,人们的关系可以从人的相同图像的程度推断出来,使得图像中的人们能被分成几组,并且可以是分层的和/或重叠的,哪些可以 协助组织以图库或电子显示格式呈现给人们的图像。