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    • 1. 发明授权
    • Clustering documents based on common document selections
    • 基于常见文档选择的聚类文档
    • US08650196B1
    • 2014-02-11
    • US13251056
    • 2011-09-30
    • Yun ZhouAnna Dagna Majkowska
    • Yun ZhouAnna Dagna Majkowska
    • G06F7/00
    • G06F17/30705
    • One or more server devices may receive first navigation information identifying a first set of documents that are selected after a first document is presented and second navigation information identifying a second set of documents that are selected after a second document is presented; compare the first set of documents to the second set of documents; generate a similarity score based on the comparing; determine based on the similarity score, that the first document is similar to the second document; and generate, based on determining that the first document is similar to the second document, a cluster that includes identification information identifying the first document and the second document.
    • 一个或多个服务器设备可以接收标识在呈现第一文档之后被选择的第一组文档的第一导航信息,以及标识在呈现第二文档之后被选择的第二组文档的第二导航信息; 将第一组文件与第二组文件进行比较; 根据比较产生相似度分数; 基于相似度得分确定第一个文档与第二个文档相似; 并且基于确定所述第一文档类似于所述第二文档,生成包括标识所述第一文档和所述第二文档的标识信息的群集。
    • 2. 发明申请
    • TRAFFIC LIGHT DETECTION
    • 交通灯检测
    • US20160148063A1
    • 2016-05-26
    • US14901651
    • 2013-08-20
    • Chuyang HONGYankun ZHANGRuyi JIANGYun ZHOU
    • Chuyang HongYankun ZhangRuyi JiangYun Zhou
    • G06K9/00G06K9/62G06K9/32G06T7/40G06K9/46
    • G06K9/00825G06K9/00818G06K9/3241G06K9/4647G06K9/6267G06T7/90G06T2207/10024G06T2207/30252G08G1/09623
    • A method and a system for traffic light detection are provided. The method may include: obtaining a color image; calculating pixel response values for pixels of the color image, respectively, where each of the pixel response values may be calculated using R, G, and B values of a corresponding pixel directly, such that pixel response values of red traffic light pixels are substantially distributed on a first side of a predetermined range and pixel response values of green traffic light pixels are substantially distributed on a second side of the predetermined range which is opposite to the first side; identifying pixels whose pixel response values are distributed on the first side or the second side as candidate pixels; identifying candidate blobs based on the candidate pixels; and verifying whether the candidate blobs are traffic lights. Efficiency and reliability may be improved.
    • 提供了一种用于交通信号灯检测的方法和系统。 该方法可以包括:获得彩色图像; 分别计算彩色图像像素的像素响应值,其中可以使用直接对应像素的R,G和B值来计算每个像素响应值,使得红色红绿灯像素的像素响应值基本上分布 在预定范围的第一侧上,绿色交通信号灯像素的像素响应值基本上分布在与第一侧相反的预定范围的第二侧上; 将其像素响应值分布在第一侧或第二侧上的像素识别为候选像素; 基于候选像素识别候选块; 并验证候选人是否是交通信号灯。 可以提高效率和可靠性。
    • 4. 发明授权
    • Similar search queries and images
    • 类似的搜索查询和图像
    • US08280881B1
    • 2012-10-02
    • US12622630
    • 2009-11-20
    • Yun ZhouGaurav GargRadhika Malpani
    • Yun ZhouGaurav GargRadhika Malpani
    • G06F17/30G06F7/00
    • G06F17/30271G06F17/30244
    • Methods, systems and apparatus, including computer programs encoded on a computer storage medium, for determining similar queries for image searches. In one aspect, a method includes generating, for each of a plurality of search queries, a selection vector for the search query, each selection vector including a plurality of vector elements, each vector element corresponding to a unique image, and the value of each vector element being proportional to a number of selections of its corresponding unique image in response to the unique image being presented as a search result for the search query. The method further includes selecting a first search query and a second search query from the plurality of search queries and determining, from the selection vectors for the first and second search queries, a similarity measure that is a measurement of the similarity of the first search query to the second query.
    • 方法,系统和装置,包括在计算机存储介质上编码的计算机程序,用于确定图像搜索的类似查询。 一方面,一种方法包括针对搜索查询的选择向量生成针对搜索查询的选择向量,每个选择向量包括多个向量元素,对应于唯一图像的每个向量元素以及每个向量元素的值 矢量元素响应于作为搜索查询的搜索结果呈现的唯一图像而与其对应的唯一图像的选择的数量成比例。 该方法还包括从多个搜索查询中选择第一搜索查询和第二搜索查询,并且从第一和第二搜索查询的选择向量确定作为第一搜索查询的相似度的度量的相似性度量 到第二个查询。
    • 10. 发明授权
    • Validating translations using visual similarity between visual media search results
    • 使用视觉媒体搜索结果之间的视觉相似性验证翻译
    • US08538957B1
    • 2013-09-17
    • US12477577
    • 2009-06-03
    • Yun ZhouVanessa HodgeGaurav GargRadhika Malpani
    • Yun ZhouVanessa HodgeGaurav GargRadhika Malpani
    • G06F17/30
    • G06F17/2854
    • Methods, systems, and apparatus, including computer program products, for validating candidate translations for a phrase. A plurality of candidate translations for a phrase are received. A similarity score for each of the candidate translations is calculated. Each similarity score is an estimate of visual similarity between a group of visual media search results responsive to a visual media search query with text corresponding to the phrase and a group of visual media search results responsive to a visual media search query with text corresponding to a candidate translation. One or more of the candidate translations are selected based on the similarity scores. The selected candidate translations are associated with the phrase as valid translations for the phrase.
    • 用于验证短语的候选翻译的方法,系统和装置,包括计算机程序产品。 接收短语的多个候选翻译。 计算每个候选翻译的相似性得分。 每个相似度得分是响应于视觉媒体搜索查询的一组视觉媒体搜索结果与对应于该短语的文本和一组视觉媒体搜索结果之间的视觉相似度的估计,所述视觉媒体搜索结果响应于具有对应于 候选人翻译。 基于相似度得分来选择一个或多个候选翻译。 所选择的候选翻译与短语相关联,作为短语的有效翻译。