Title :
A trifocal tensor based camera-projector system for robot-human interaction
Author :
Jinglin Shen ; Gans, Nicholas
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
In this paper we present a novel real time camera-projector system for assisting robot-human communication using natural interfaces. The system is comprised of a stereo camera pair and a DLP projector. The proposed system provides feedback information indicating the robot´s understanding of the environment and what action a human user desires. Feedback is delivered by iteratively spotlighting objects in the environment using a projector. When the spotlight lands on an object that the human user wants the robot to retrieve, he or she can confirm the object selection, and the robot will move to a position suitable for grasping the object. In this investigation, the proposed camera-projector performs three tasks: 1) Locate salient objects in the scene using a visual attention model and a trifocal tensor based object matching method. 2) Project a spot of light on detected objects to provide information back to the human user. 3) Reconstruct the 3D position of the target to plan robot motion and conduct vision-based control to move a robot manipulator to the object. A calibration procedure for three view camera-projector system based on the trifocal tensor is presented. Experimental results of human-directed visual servoing task are presented to demonstrate the functions of the proposed system.
Keywords :
calibration; cameras; human-robot interaction; image matching; image reconstruction; image retrieval; manipulators; mobile robots; natural scenes; object detection; optical projectors; path planning; robot vision; tensors; user interfaces; visual servoing; 3D position reconstruction; DLP projector; calibration procedure; feedback information; grasping; human-directed visual servoing task; natural interfaces; object retrieval; object selection; object spotlighting; robot manipulator; robot motion plan; robot-human communication; robot-human interaction; salient object location; stereo camera pair; three view camera-projector system; trifocal tensor based camera-projector system; trifocal tensor based object matching method; vision-based control; visual attention model;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2012 IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-2125-9
DOI :
10.1109/ROBIO.2012.6491118