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    • 95. 发明申请
    • Image Relevance Model
    • 图像相关性模型
    • US20150161172A1
    • 2015-06-11
    • US13966737
    • 2013-08-14
    • Google Inc
    • Samy BengioErik Murphy-ChutorianYangli Hector YeeCharles J. Rosenberg
    • G06F17/30
    • G06F17/30256G06F17/30271G06K9/6223G06K9/6262
    • Methods, systems, and apparatus, including computer program products, for identifying images relevant to a query are disclosed. An image search subsystem selects images to reference in image search results that are responsive to a query based on an image relevance model that is trained for the query. An independent image relevance model is trained for each unique query that is identified by the image search subsystem. The image relevance models can be applied to images to order image search results obtained for the query. Each relevance model is trained based on content feature values of images that are identified as being relevant to the query (e.g., frequently selected from the image search results) and images that are identified as being relevant to another unique query. The trained model is applied to the content feature values of all known images to generate an image relevance score that can be used to order search results for the query.
    • 公开了用于识别与查询相关的图像的方法,系统和装置,包括计算机程序产品。 图像搜索子系统基于针对查询进行训练的图像相关性模型,在响应于查询的图像搜索结果中选择图像进行参考。 对由图像搜索子系统识别的每个唯一查询训练独立的图像相关性模型。 图像相关性模型可以应用于图像以订购为查询获得的图像搜索结果。 基于被识别为与查询相关(例如,从图像搜索结果中频繁选择)的图像的内容特征值以及被识别为与另一唯一查询相关的图像来训练每个相关性模型。 经过训练的模型被应用于所有已知图像的内容特征值,以生成可用于对查询进行搜索结果的图像相关性分数。
    • 98. 发明申请
    • GARMENT SIMULATION USING THREAD AND DATA LEVEL PARALLELISM
    • 使用螺纹和数据级并行的服装模拟
    • US20150130795A1
    • 2015-05-14
    • US14530636
    • 2014-10-31
    • eBay Inc.
    • Jatin ChhuganiJonathan SuMihir Naware
    • G06T19/20G06T15/00G06T17/20G06Q30/06
    • G06T17/20A41H1/00A41H3/007G06F17/5009G06F2217/04G06F2217/32G06K9/6262G06Q30/0643G06T15/005G06T17/00G06T17/10G06T19/00G06T19/20G06T2210/16G06T2215/16
    • Techniques for three-dimensional garment simulation using parallel computing are presented herein. An access module can be configured to access a three-dimensional garment model of a garment. The garment model can include garment points that represent a surface of the garment. A processor, having a plurality of cores, can be configured by a garment simulation module to calculate one or more exerted forces on a subset of garment points. Additionally, the garment simulation module can generate cross pairs and apportion the generated cross pairs among the plurality of cores. Moreover, the garment simulation module can determine, using the plurality of vector execution units in parallel based on an organized data layout, whether boundaries of the first subgroup of cross pairs are overlapping based on the one or more exerted forces. Subsequently, the garment simulation module can calculate one or more simulated forces acting on the garment points based on the determination.
    • 本文介绍了使用并行计算的三维服装仿真技术。 访问模块可以被配置为访问服装的三维服装模型。 服装模型可以包括代表服装表面的衣服点。 具有多个芯的处理器可以由衣服模拟模块来配置以计算服装点子集上的一个或多个施加的力。 此外,服装模拟模块可以产生交叉对并且分配在多个核心之间产生的交叉对。 此外,服装模拟模块可以基于有组织的数据布局来确定并行地使用多个向量执行单元,基于一个或多个施加的力量,交叉对的第一子组的边界是否重叠。 随后,服装仿真模块可以基于该确定来计算作用在服装点上的一个或多个模拟力。