Title :
Robotic visual servoing of moving targets
Author :
Shahriari, Navid ; Fantasia, Silvia ; Flacco, Fabrizio ; Oriolo, Giuseppe
Author_Institution :
Dipt. di Ing. Inf., Autom. e Gestionale, Sapienza Univ. di Roma, Rome, Italy
Abstract :
We present a new image-based visual servoing scheme for tracking moving targets. This is achieved with a twofold approach. First, we devise a straightforward adaptation of a previously proposed depth observer to account for the fact that the target is not stationary. Second, we estimate the disturbance on the visual feature dynamics due to the target motion, and we add a related compensation term to the visual controller. In particular, the target velocity components parallel to the image plane are reconstructed using a disturbance observer, whereas the orthogonal component is retrieved from the measurement of the Focus Of Expansion. Comparative experiments show that the proposed method can improve over classical visual servoing schemes by 50% or more.
Keywords :
feature extraction; observers; robot vision; target tracking; visual servoing; compensation term; depth observer; disturbance estimation; disturbance observer; expansion focus; image-based visual servoing scheme; moving target tracking; orthogonal component; robotic visual servoing; target motion; target velocity components; twofold approach; visual controller; visual feature dynamics; Cameras; Observers; Optical imaging; Visual servoing; Visualization;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/IROS.2013.6696335