Title :
Image-based homing
Author :
Hong, Jiawei ; Tan, Xlaonan ; Pinette, Brian ; Weiss, Richard ; Riseman, Edward M.
Author_Institution :
Courant Inst., New York Univ., NY, USA
Abstract :
A system that allows a robot to acquire a model of its environment and to use this model to navigate is described. The system maps the environment as a set of snapshots of the world taken at target locations. The robot uses an image-based local homing algorithm to navigate between neighboring target locations. Features of the approach include an imaging system that acquires a compact, 360° representation of the environment and an image-based, qualitative homing algorithm that allows the robot to navigate without explicitly inferring three-dimensional structure from the image. The results of an experiment in a typical indoor environment are described, and its argued that image-based navigation is a feasible alternative to approaches using three-dimensional models
Keywords :
computer vision; computerised navigation; computerised pattern recognition; mobile robots; 3D models; 3D structure inferring; image-based local homing algorithm; image-based navigation; mobile robots; target locations; Contracts; Cultural differences; Data mining; Indoor environments; Information science; Marine vehicles; Military computing; Mobile robots; Navigation; Solid modeling;
Conference_Titel :
Robotics and Automation, 1991. Proceedings., 1991 IEEE International Conference on
Conference_Location :
Sacramento, CA
Print_ISBN :
0-8186-2163-X
DOI :
10.1109/ROBOT.1991.131651