首页> 外国专利> VISUAL-MIMO LED THE METHOD AND APPARATUS FOR PREDICTING LED COLOR USING NEURAL NETWORK MODEL IN VISUAL-MIMO ENVIRONMENT

VISUAL-MIMO LED THE METHOD AND APPARATUS FOR PREDICTING LED COLOR USING NEURAL NETWORK MODEL IN VISUAL-MIMO ENVIRONMENT

机译:视觉MIMO LED在视觉MIMO环境中使用神经网络模型预测LED颜色的方法和装置

摘要

As an embodiment of the present invention, an LED color prediction apparatus and method thereof using a neural network model in a VISUAL-MIMO environment may be provided. In the LED color prediction apparatus using a neural network model in a VISUAL-MIMO environment according to an embodiment of the present invention, an LED array identification unit identifying an LED array area from an image acquired in a VISUAL-MIMO environment, and an identified LED array. Based on the LED area detection unit that detects the LED area in the area, the image size adjustment unit that adjusts the size of the image for the detected LED area, the neural network learning unit that applies a neural network model to the adjusted size image and trains it, and the result of learning. Thus, a color predictor for predicting the color of the LED area may be included.
机译:作为本发明的实施例,可以提供一种在VISUAL-MIMO环境中使用神经网络模型的LED颜色预测装置及其方法。在根据本发明实施例的在VISUAL-MIMO环境中使用神经网络模型的LED颜色预测装置中,LED阵列识别单元从在VISUAL-MIMO环境中获取的图像中识别LED阵列区域,并进行识别。 LED阵列。基于检测区域中的LED区域的LED区域检测单元,针对检测到的LED区域调整图像的尺寸的图像尺寸调整单元,将神经网络模型应用于调整后的尺寸图像的神经网络学习单元并训练它,以及学习的结果。因此,可以包括用于预测LED区域的颜色的颜色预测器。

著录项

  • 公开/公告号KR102146665B1

    专利类型

  • 公开/公告日2020-08-24

    原文格式PDF

  • 申请/专利权人 국민대학교산학협력단;

    申请/专利号KR20180141159

  • 发明设计人 김기두;권태호;파르타 반익;

    申请日2018-11-15

  • 分类号G06N3/08;H04B10/116;H04B10/50;

  • 国家 KR

  • 入库时间 2022-08-21 11:03:58

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