Title :
A Fuzzy UV-disparity based approach for obstacles avoidance
Author :
Irki, Zohir ; Oussar, Abdelatif ; Hamdi, Mohamed ; Seddi, Fatah
Author_Institution :
Lab. des Syst. Numeriques, Ecole Militaire Polytech., Algiers, Algeria
Abstract :
In this paper we present an approach which contributes to the avoidance of obstacles by a mobile robot during its navigation. This approach consists on the use of stereoscopic images in order to detect an eventual obstacle. For this, the used algorithm exploits the V-disparity image issued from the manipulation of the disparity map. After the detection of the obstacle, the robot estimates the position and dimensions of the obstacle in order to choose the suitable way to avoid it. The estimation of the obstacle properties is done by the treatment of the U-disparity image which is calculated in the same time as the V-disparity image. The avoidance approach is carried out using a fuzzy controller which generates commands to control the velocity of the different robot wheels so that the robot goes to the left or to the right of the obstacle.
Keywords :
collision avoidance; fuzzy control; mobile robots; robot vision; stereo image processing; U-disparity image; V-disparity image; fuzzy UV-disparity based approach; mobile robot; obstacle detection; obstacle dimension; obstacle position; obstacle properties; obstacles avoidance; robot navigation; stereoscopic images; Algorithm design and analysis; Automation; Intelligent vehicles; Niobium; Robots; Fuzzy controller; Obstacle avoidance; Stereoscopic matching; U-disparity; V-disparity;
Conference_Titel :
Systems, Signals and Image Processing (IWSSIP), 2014 International Conference on
Conference_Location :
Dubrovnik