Title :
Cuboid-based workspace mapping and plane detection using time-series range data
Author :
Yamazaki, Kimitoshi ; Mori, Takemitsu ; Yamamoto, Takashi ; Inaba, Masayuki
Author_Institution :
Dept. of Mechano-Inf., Univ. of Tokyo, Tokyo, Japan
Abstract :
This paper describes methods of environment map representation and plane detection for daily assistive robots. Under the assumption that 3D information of around environment is constructed by collecting range data gradually measured, we propose an effective map representation named TCCM (Time-series Composite Cuboid Map). The method copes with temporal sequence explicitly, and map updating is efficiently performed. In addition, two plane estimation methods are proposed. Through several experiments in daily environments, we ensured the effectiveness of our method.
Keywords :
image representation; mobile robots; object detection; robot vision; service robots; time series; 3D information; TCCM; cuboid-based workspace mapping; daily assistive robots; daily environments; environment map representation; map representation; plane detection; plane estimation methods; temporal sequence; time-series composite cuboid map; time-series range data; Mathematical model; Robot sensing systems; Shape; Three dimensional displays; Time measurement;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
DOI :
10.1109/ROBIO.2011.6181349