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Mobile robot localization by matching 2D image features to 3D point cloud

Hyongjin Kim, Taekjun Oh, Donghwa Lee, Yungeun Choe, Myung Jin Chung, Hyun Myung

Year
2013
Citations
7

Abstract

In this paper we describe a method for solving a mobile robot localization problem using prior data. By matching 2D image features to a 3D point cloud, the robot position is estimated in the prior point cloud. We prove our method by testing at specific locations over the whole point clod data.

Keywords

Mobile robotComputer visionPoint cloudComputer scienceArtificial intelligenceMatching (statistics)Cloud computingImage (mathematics)Robot visionImage matching

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