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3D Cognitive Map Construction by Active Stereo Vision in a Virtual World

机译:3D认知地图建设在虚拟世界中的主动立体声愿景

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In this study, a multi-scale phase based disparity algorithm is developed. This algorithm is then applied in a simulated world. In this world there is a virtual robot which has a stereo camera system simulated with the properties similar to human eyes and there are 3D virtual objects having predefined simple shapes. The virtual robot explores its environment intelligently based on some heuristics. Only stereo images rendered from the virtual world are supplied to the robot. The robot extracts depth information from the stereo images and when an object is seen, it investigates the object in detail and classifies the object from the estimated shapes of the object parts.
机译:在该研究中,开发了一种多尺度相位的视差算法。然后将该算法应用于模拟世界中。在这个世界上,有一个虚拟机器人具有模拟与人眼类似的性质的立体声相机系统,并且存在具有预定义简单形状的3D虚拟物体。虚拟机器人基于一些启发式探讨其环境。只提供从虚拟世界呈现的立体声图像被提供给机器人。机器人从立体图像中提取深度信息,并且当看到对象时,它将详细研究对象并从对象部分的估计形状对对象进行分类。

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