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This paper proposes a method of simultaneous localization and mapping (SLAM) for an autonomous mobile robot in an indoor environment using binocular stereo vision systems. Due to sensor model for binocular stereo vision sensor, parallax adjustment and non-local maximum suppression algorithm are used to extract certain two-dimensional horizontal environmental features and vertical edges respectively...
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