In this paper, we present a control architecture for an intelligent outdoor mobile robot. This enables the robot to navigate in a complex, natural outdoor environment, relying on only a single on-board camera as sensory input. This is achieved through a twofold analysis of the visual data stream: a dense structure from motion algorithm calculates a depth map of the environment and a visual simultaneous localization and mapping algorithm builds a map of the surroundings using image features. This information enables a behavior-based robot motion and path planner to navigate the robot through the environment. In this paper, we show the theoretical aspects of setting up this architecture
De Cubber, G, Berrabah, SA, Doroftei, LD, Baudouin, Y & Sahli, H 2010, 'Combining Dense structure from Motion and Visual SLAM in a Behavior-based Robot Control Architecture', International Journal of Advanced Robotic Systems, vol. 17, pp. 27-38.
De Cubber, G., Berrabah, SA., Doroftei, L. D., Baudouin, Y., & Sahli, H. (2010). Combining Dense structure from Motion and Visual SLAM in a Behavior-based Robot Control Architecture. International Journal of Advanced Robotic Systems, 17, 27-38.
@article{d5e9b173bafc4b6aa13d4c2a8d504ffb,
title = "Combining Dense structure from Motion and Visual SLAM in a Behavior-based Robot Control Architecture",
abstract = "In this paper, we present a control architecture for an intelligent outdoor mobile robot. This enables the robot to navigate in a complex, natural outdoor environment, relying on only a single on-board camera as sensory input. This is achieved through a twofold analysis of the visual data stream: a dense structure from motion algorithm calculates a depth map of the environment and a visual simultaneous localization and mapping algorithm builds a map of the surroundings using image features. This information enables a behavior-based robot motion and path planner to navigate the robot through the environment. In this paper, we show the theoretical aspects of setting up this architecture",
keywords = "robot navigation, stereo reconstruction, Visual SLAM",
author = "{De Cubber}, Geert and Sid'Ahmed Berrabah and Doroftei, {Liliana Daniela} and Yvan Baudouin and Hichem Sahli",
year = "2010",
language = "English",
volume = "17",
pages = "27--38",
journal = "International Journal of Advanced Robotic Systems",
issn = "1729-8806",
publisher = "Vienna University of Technology",
}