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DEPTH PROCESSING SYSTEM, DEPTH PROCESSING PROGRAM, AND DEPTH PROCESSING METHOD

机译:深度处理系统,深度处理程序和深度处理方法

摘要

Resolution of a depth image acquired by a depth camera is improved with excellent precision. In a neural network model 4, the internal parameters of a function of the neural network model 4 are adjusted for inputs of a brightness image B of an object and a depth image Dlow having a prescribed depth resolution, the adjustment being performed so that an estimated depth image Dhigh having higher depth resolution than the depth image Dlow is outputted. A depth camera 2 images the object and acquires the brightness image B and the depth image Dlow. A depth processing unit 3 outputs the depth image Dhigh in which resolution of the depth image Dlow is improved, the output being performed on the basis of an estimated depth image De outputted from the neural network model 4 for the input of the brightness image B and the depth image Dlow acquired by the depth camera 2.
机译:由深度照相机获取的深度图像的分辨率以优异的精度得以提高。在神经网络模型4中,针对对象的亮度图像B和具有规定的深度分辨率的深度图像Dlow的输入,调整神经网络模型4的功能的内部参数,进行该调整,以进行估计。输出具有比深度图像Dlow更高的深度分辨率的深度图像Dhigh。深度相机2对物体成像并获取亮度图像B和深度图像Dlow。深度处理单元3输出深度图像Dhigh,其中深度图像Dlow的分辨率被提高,该输出是基于从神经网络模型4输出的,用于输入亮度图像B的估计深度图像De而执行的。深度相机2获取的深度图像Dlow。

著录项

  • 公开/公告号WO2020115866A1

    专利类型

  • 公开/公告日2020-06-11

    原文格式PDF

  • 申请/专利权人 DEEPX INC.;

    申请/专利号WO2018JP44939

  • 发明设计人 NASUNO KAORU;NASUNO RYOUSUKE;

    申请日2018-12-06

  • 分类号G06T3/40;

  • 国家 WO

  • 入库时间 2022-08-21 11:10:48

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