Title :
Building multi-level models: from landscapes to landmarks
Author :
Murrieta-Cid, Rafael ; Parra, Carlos ; Devy, Michel ; Tovar, Benjamin ; Esteves, Claudia
Author_Institution :
ITESM, Tlalpan, Mexico
Abstract :
In this paper a complete strategy for scene modelling from sensory data acquired in a natural environment is defined. This strategy is applied to outdoor mobile robotics, from environment recognition to landmark extraction. In this work, an environment is understood as a specific kind of landscape, for instance prairie, forest, desert, etc. A landmark is defined as a conspicuous object in the environment. In the context of outdoor mobile robotics a landmark has to be useful to perform localization and navigation tasks.
Keywords :
computerised navigation; feature extraction; image segmentation; mobile robots; object recognition; path planning; robot vision; environment modelling; environment recognition; feature extraction; image segmentation; localization; mobile robots; navigation; outdoor landmarks; robot vision; Cameras; Data mining; Image color analysis; Image motion analysis; Layout; Mobile robots; Navigation; Robot sensing systems; Robot vision systems; Solid modeling;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1014444