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    • 2. 发明授权
    • Method and system for entropy-based semantic hashing
    • 基于熵的语义散列的方法和系统
    • US08676725B1
    • 2014-03-18
    • US12794380
    • 2010-06-04
    • Ruei-Sung LinDavid RossJay Yagnik
    • Ruei-Sung LinDavid RossJay Yagnik
    • G06F15/18
    • G06N99/005
    • Methods, systems and articles of manufacture for identifying semantic nearest neighbors in a feature space are described herein. A method embodiment includes generating an affinity matrix for objects in a given feature space, wherein the affinity matrix identifies the semantic similarity between each pair of objects in the feature space, training a multi-bit hash function using a greedy algorithm that increases the Hamming distance between dissimilar objects in the feature space while minimizing the Hamming distance between similar objects, and identifying semantic nearest neighbors for an object in a second feature space using the multi-bit hash function. A system embodiment includes a hash generator configured to generate the affinity matrix and train the multi-bit hash function, and a similarity determiner configured to identify semantic nearest neighbors for an object in a second feature space using the multi-bit hash function.
    • 本文描述了用于识别特征空间中的语义最近邻居的方法,系统和制品。 方法实施例包括为给定特征空间中的对象生成亲和度矩阵,其中亲和矩阵识别特征空间中每对对象之间的语义相似性,使用增加汉明距离的贪心算法训练多比特哈希函数 在特征空间中的不相似对象之间,同时使相似对象之间的汉明距离最小化,并且使用多位哈希函数来识别第二特征空间中的对象的语义最近邻居。 系统实施例包括被配置为生成亲和度矩阵并训练多比特哈希函数的哈希发生器,以及被配置为使用多比特哈希函数来识别第二特征空间中的对象的语义最近邻居的相似性确定器。
    • 5. 发明申请
    • TIMELINE WRINKLING SYSTEM AND METHOD
    • 时间缠绕系统和方法
    • US20140181131A1
    • 2014-06-26
    • US14034672
    • 2013-09-24
    • David Ross
    • David Ross
    • G06F17/30
    • G06F17/30905
    • A method for organizing event data by identifying a primary timeline containing event data, extracting a first timestamp from a first item of the primary timeline, setting a radius around the first timestamp, identifying a second timestamp within the radius, determining whether the second timestamp is already in a wrinkle timeline, and, if not, incorporating the second timestamp into the wrinkle timeline. Event data associated with the first item may be marked and emphasized in the wrinkle timeline. The system may also create one or more indexes of the event data.
    • 一种用于通过识别包含事件数据的主时间轴来组织事件数据的方法,从主时间线的第一项中提取第一时间戳,设置围绕第一时间戳的半径,识别半径内的第二时间戳,确定第二时间戳是否是 已经处于皱纹时间线,如果没有,将第二个时间戳记并入皱纹时间轴。 可以在皱纹时间线中标记并强调与第一项相关联的事件数据。 系统还可以创建事件数据的一个或多个索引。
    • 10. 发明申请
    • PEDESTRIAN ACTIVATED STOP SIGN
    • PEDESTRIAN激活停止标志
    • US20100214127A1
    • 2010-08-26
    • US12393745
    • 2009-02-26
    • William LloydDavid Ross
    • William LloydDavid Ross
    • G08G1/07
    • G08G1/07G08G1/095
    • An embodiment of the present invention is an illuminated stop sign for allowing pedestrians to control traffic. The system comprises a fixed support assembly; a pedestrian activated mechanism; a timer set for a predetermined period of time when the pedestrian activated mechanism is activated; and an octagonal display nonremovably mounted to the fixed support assembly comprising a backlight within the display and a display surface comprising a word “STOP” visible when the backlight is illuminated and substantially not visible when the backlight is not illuminated, the backlight being illuminated until the predetermined period of time is expired.
    • 本发明的实施例是用于允许行人控制交通的照明停止标志。 该系统包括固定的支撑组件; 行人激活机制; 当所述行人激活机构被激活时,所述定时器设定预定时间段; 以及不可拆卸地安装到固定支撑组件的八边形显示器,其包括显示器内的背光,以及包括当背光照明时可见的单词“STOP”的显示表面,并且当背光未被照亮时基本上不可见时,背光被照亮直到 预定时间段到期。