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System and method of weighting to a common use of descriptors of the image

机译:加权图像描述符的常用功能的系统和方法

摘要

The present invention relates to a process and a system for generating a representation of the image which comprises the generation of a set of descriptors integrated, comprising, for each of a set of areas of an image, the extraction (s106) of a descriptor of a zone which is representative of the pixels in the zone and the integration (s108) of the descriptor of the zone in a multidimensional space in order to form a descriptor integrated. A representation of the image is generated by the aggregation of the assembly of descriptors integrated (s110). In the aggregation, each descriptor is weighted with a respective weights in a set of weight, the assembly of the weight being calculated on the basis of the descriptors of the zone for the image. Information based on the representation of the image are produced at the output (s114). At least one of the extraction of descriptors of the zone, the integration of the descriptors of the zone, and the generation of the representation of the image is carried out with a computer processor.
机译:用于生成图像表示的方法和系统技术领域本发明涉及一种用于生成图像表示的方法和系统,该方法包括生成一组集成的描述符,对于图像的一组区域中的每个区域,该描述符的提取(s106)为图像的提取。代表区域中的像素的区域以及该区域的描述符在多维空间中的积分(s108),以便形成描述符积分。通过集成集成的描述符的集合来生成图像的表示(S110)。在聚合中,每个描述符用一组权重中的相应权重加权,权重的集合是基于图像区域的描述符来计算的。在输出处产生基于图像表示的信息(S114)。区域的描述符的提取,区域的描述符的积分,以及图像的表示的生成中的至少一项是通过计算机处理器来进行的。

著录项

  • 公开/公告号FR3016066A1

    专利类型

  • 公开/公告日2015-07-03

    原文格式PDF

  • 申请/专利权人 XEROX CORPORATION;

    申请/专利号FR20140062835

  • 发明设计人 FLORENT C. PERRONNIN;NAILA MURRAY;

    申请日2014-12-18

  • 分类号G06K9/46;G06F17/30;

  • 国家 FR

  • 入库时间 2022-08-21 14:54:08

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