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静态场景解读

Static Scene Interpretation
作者:Frank Knight 加工时间:2014-09-25 信息来源:科技报告(Other) 索取原文[20 页]
关键词:全面系统;3D对象映射;机器人;碰撞检测
摘 要:This chapter presented a comprehensive system for the acquisition of hybrid Semantic 3D Object Maps for kitchen environments. The proposed mapping system includes 2 components, namely: i) a Static Functional Map which contains those parts of the environment with fixed positions and utilitarian functions (walls, floor, kitchen appliances, cupboards, tables, etc); and ii) a Triangulated Surface Map created using decoupled triangular meshes. The former is built either by employing a set of commonsense heuristic rules on the data or by classifying a set of planar regions using simple 3D geometric features, and serves as a semantic resource for an assistant mobile personal robot, while the latter supports 3D collision detection and path planning routines for safe navigation and manipulation.
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