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Image matching method, image matching device, model template generation method, model template generation device, and program

机译:图像匹配方法,图像匹配设备,模型模板生成方法,模型模板生成设备和程序

摘要

The present invention provides a template matching technique that is robust to variations. An image matching method includes the steps of:acquiring a model image (S11); generating a plurality of variation images by applying to the model image variations that are different from each other (S12); extracting features from each of the plurality of variation images (S13-S15); generating a model template based on the features (S16); and performing template matching using an input image and the model template. It may be preferable that the model template is generated using the features, a large proportion of which is extracted in the step of extracting the features, or preferentially using the features of the regions where the number of the features extracted is large or where the kurtosis of a feature distribution is high, for each region (S16).
机译:本发明提供了对变化稳定的模板匹配技术。图像匹配方法包括以下步骤:获取模型图像(S11);通过向模型应用彼此不同的变化来生成多个变化图像(S12);从多个变化图像的每一个中提取特征(S13-S15);基于特征生成模型模板(S16);然后使用输入图像和模型模板进行模板匹配。可能优选的是,使用特征生成模型模板,在提取特征的步骤中提取特征的大部分,或者优先使用所提取特征数量大或峰度较大的区域的特征对于每个区域,特征分布的高度较高(S16)。

著录项

  • 公开/公告号EP2808828A3

    专利类型

  • 公开/公告日2015-04-08

    原文格式PDF

  • 申请/专利权人 OMRON CORPORATION;

    申请/专利号EP20140167117

  • 发明设计人 KONISHI YOSHINORI;

    申请日2014-05-06

  • 分类号G06K9/46;G06K9/62;

  • 国家 EP

  • 入库时间 2022-08-21 15:04:47

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