Title :
Mobile robot navigation in indoor environments using object and character recognition
Author :
Tomono, Masahiro ; Yuta, Shin´ich
Author_Institution :
Intelligent Robot Lab., Tsukuba Univ., Ibaraki, Japan
Abstract :
Navigation in unknown environments requires the robot to obtain the destination positions without a map. The utilization of model-based object recognition would be a solution, where the robot can estimate the destination positions from geometric relationships between the recognized objects and the robot. This paper presents a robot system for this kind of navigation, in which the robot navigates itself to the room designated by room number. The robot has an environment model including a corridor and a door with a room number plate, and utilizes the model for the efficient recognition of the objects and the estimation of their positions
Keywords :
computerised navigation; mobile robots; object recognition; optical character recognition; robot vision; character recognition; destination position estimation; geometric relationships; indoor environments; mobile robot navigation; model-based object recognition; object recognition; Cameras; Character recognition; Image recognition; Indoor environments; Intelligent robots; Mobile robots; Navigation; Object recognition; Robot vision systems; Solid modeling;
Conference_Titel :
Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-5886-4
DOI :
10.1109/ROBOT.2000.844076