Title :
Decision making for obstacle avoidance in autonomous mobile robots by time to contact and optical flow
Author :
Sanchez-Garcia, Angel Juan ; Rios-Figueroa, Homero Vladimir ; Marin-Hernandez, Antonio ; Contreras-Vega, Gerardo
Author_Institution :
Dept. of Artificial Intell., Univ. of Veracruz, Xalapa, Mexico
Abstract :
Vision is a vital cue for human navigation, and it has become in a powerful tool for robot navigation. Computer vision is useful for recognition of positional relationship and relative motion between themselves and objects in the environment. So, we address the problem of navigation for mobile robot in indoor environment. To this task, we tackle the problem using monocular vision, i.e., without other kind of sensors. Insects and some animals use tools as optical flow estimations and time to contact, to their navigation [1]. So, in this paper, we propose a method for obstacle avoidance, without constantly calculating the optical flow field, only it is calculated when the robot is close to colliding with an obstacle, and so, it uses the flow field divergence to decide which direction will should be taken. Physical experiments using a real robot have been conducted in unknown environments.
Keywords :
collision avoidance; computer vision; image sequences; mobile robots; autonomous mobile robots; computer vision; decision making; flow field divergence; monocular vision; obstacle avoidance; optical flow estimations; positional relationship; relative motion; time to contact; Biomedical optical imaging; Computer vision; Mobile robots; Navigation; Optical imaging; Optical sensors; Obstacle avoidance; Optical Flow; mobile robots; time to contact;
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2015 International Conference on
Conference_Location :
Cholula
DOI :
10.1109/CONIELECOMP.2015.7086939