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ATTITUDE ESTIMATION MODEL GENERATION DEVICE AND ATTITUDE ESTIMATION DEVICE

机译:姿态估计模型生成装置和姿态估计装置

摘要

PROBLEM TO BE SOLVED: To provide an attitude estimation model generation device and an attitude estimation device capable of accurately performing attitude estimation with a passive configuration.SOLUTION: An attitude estimation device 1 comprises an RGB image acquisition unit 10 which acquires an RGB image set, a depth image generation unit 11 which generates a depth image corresponding to the RGB image set, and an attitude estimation model generation unit 13 which estimates an attitude of an object by learning a relation between brightness distribution in the periphery of the same pixel of interest and/or depth value distribution in the periphery of the pixel of interest in the depth image, and a three-dimensional coordinate of the object.SELECTED DRAWING: Figure 1
机译:解决的问题:提供一种姿态估计模型生成装置和一种姿态估计装置,其能够以被动配置准确地进行姿态估计。解决方案:姿态估计装置1包括:RGB图像获取单元10,其获取RGB图像集;深度图像生成单元11,其生成与RGB图像集相对应的深度图像;以及姿态估计模型生成单元13,其通过学习感兴趣的相同像素的外围中的亮度分布与像素之间的关系来估计物体的姿态。 /或深度图像中感兴趣像素的外围的深度值分布以及对象的三维坐标。选定的绘制:图1

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