首页> 外国专利> METHOD FOR CLASSIFYING CROP BY MULTIPLE IMAGE RECOGNITION REFLECTING WEIGHT, AND COMPUTER-READABLE RECORDING MEDIUM FOR EXCUTING THE METHOD, AND CROP CLASSIFYING DEVICE

METHOD FOR CLASSIFYING CROP BY MULTIPLE IMAGE RECOGNITION REFLECTING WEIGHT, AND COMPUTER-READABLE RECORDING MEDIUM FOR EXCUTING THE METHOD, AND CROP CLASSIFYING DEVICE

机译:通过多个图像识别反映权重进行分类的方法,以及用于释放方法的计算机可读记录介质,以及裁剪分类设备

摘要

Provided are a crop classification method using a probability-based score vector derived from a multi-view image, a recording medium in which a program for performing the method is recorded, and a crop classification apparatus therefor. The apparatus for classifying crops includes: an image input unit for receiving images from a plurality of viewpoints of a target object; an individual discriminator for classifying reference data at each time point of the object using an object detection-based deep learning model, and outputting a plurality of probability-based score vectors for each time point regarding the reference data level of the object; a weight calculation unit for calculating a plurality of weights at each time point from a confusion matrix of the score vector; and a final determination unit that determines a final reference data level based on the plurality of probability-based score vectors output from the individual determination unit and the weights calculated from the weight calculation unit.
机译:提供了一种使用从多视图图像导出的基于概率的分数矢量的作物分类方法,其中记录了用于执行该方法的程序的记录介质,以及其作物分类装置。用于分类作物的装置包括:图像输入单元,用于从目标对象的多个观点接收图像;一种用于在对象的每个时间点进行分类参考数据的单个鉴别器,使用基于对象检测的深度学习模型,并输出关于对象的参考数据级别的每个时间点的多个基于概率的分数向量;一种重量计算单元,用于计算来自分数矢量的混淆矩阵的每个时间点的多个权重;和最终确定单元,其基于从各个确定单元输出的多个基于概率的分数向量和从权重计算单元计算的权重的基于概率的分数向量确定最终参考数据。

著录项

  • 公开/公告号KR20210126320A

    专利类型

  • 公开/公告日2021-10-20

    原文格式PDF

  • 申请/专利权人 한국생산기술연구원;

    申请/专利号KR1020200043988

  • 发明设计人 장인훈;고광은;

    申请日2020-04-10

  • 分类号G06K9/62;G06K9/46;G06K9/48;G06N3/08;

  • 国家 KR

  • 入库时间 2022-08-24 21:46:49

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