Title :
Vision-based obstacles detection for a mobile robot
Author :
ElHalawany, Basem M. ; Abdel-Kader, Hala M. ; TagEldeen, Adly ; Ahmed, Alaa Eldeen Sayed ; Nossair, Zaki B.
Author_Institution :
Shoubra Fac. of Eng., Benha Univ., Cairo, Egypt
Abstract :
Vision-based robot navigation systems allow a robot to explore and to navigate in its environment in a way that facilitates path planning and goal-oriented tasks. The vision sensor is mainly used for obstacle detection and avoidance, object detection and tracking, and interaction with users. Usually these systems do not depend solely on vision sensors but use other sensors like sonar and laser range finder. The paper considers an important issue for mobile robots navigation. This issue is the detection of obstacles in front of the robot within a corridor. We proposed and evaluated three algorithms for obstacle detection within a corridor environment using image processing techniques.
Keywords :
collision avoidance; image sensors; laser ranging; mobile robots; object detection; object tracking; robot vision; sonar tracking; collision avoidance; corridor environment; goal-oriented task; image processing techniques; laser range finder; object tracking; path planning; sonar; user interaction; vision sensor; vision-based mobile robot navigation systems; vision-based obstacle detection; Educational institutions; Image color analysis; Image edge detection; Image segmentation; Robot sensing systems; Transforms;
Conference_Titel :
Informatics and Systems (INFOS), 2012 8th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4673-0828-1