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Catadioptric panoramic stereovision for humanoid robots

机译:人形机器人的折反射全景立体视觉

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摘要

This paper proposes a novel design of a reconfigurable humanoid robot head, based on biological likeness of human being so that the humanoid robot could agreeably interact with people in various everyday tasks. The proposed humanoid head has a modular and adaptive structural design and is equipped with three main components: frame, neck motion system and omnidirectional stereovision system modules. The omnidirectional stereovision system module being the last module, a motivating contribution with regard to other computer vision systems implemented in former humanoids, it opens new research possibilities for achieving human-like behaviour. A proposal for a real-time catadioptric stereovision system is presented, including stereo geometry for rectifying the system configuration and depth estimation. The methodology for an initial approach for visual servoing tasks is divided into two phases, first related to the robust detection of moving objects, their depth estimation and position calculation, and second the development of attention-based control strategies. Perception capabilities provided allow the extraction of 3D information from a wide range of visions from uncontrolled dynamic environments, and work results are illustrated through a number of experiments.
机译:本文提出了一种基于人的生物相似性的可重构类人机器人头部的新颖设计,以便类人机器人可以在各种日常任务中与人愉快地互动。拟议的人形头部具有模块化和自适应的结构设计,并配备了三个主要组件:框架,颈部运动系统和全向立体视觉系统模块。全向立体视觉系统模块是最后一个模块,对于在以前的类人动物中实现的其他计算机视觉系统而言,这是一个激励性的贡献,它为实现类人行为提供了新的研究可能性。提出了一种实时折反射立体视觉系统的建议,其中包括用于校正系统配置和深度估计的立体几何。视觉伺服任务的初始方法的方法分为两个阶段,第一阶段与运动对象的鲁棒检测,深度估计和位置计算有关,第二阶段与基于注意力的控制策略有关。所提供的感知能力允许从不受控制的动态环境中的广泛视野中提取3D信息,并通过大量实验来说明工作结果。

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