Title :
Visual servo control for coordinated manipulation of a mobile two-arm robot
Author :
Yang Tangwen ; Gao Lining ; Ruan Qiuqi ; Han Jianda
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing, China
Abstract :
Two PZT cameras are used in this paper to realize visual servo control for coordinated manipulation of a mobile two-arm robot. The focus of this study is mainly on the problems of detection, recognition and localization of a target object in an indoor environment of scattered background and varying illumination. First, a modified algorithm is proposed in the HSV color space to detect objects based on updated segmentation thresholds and bounding rectangles, thereby improving its adaptability to illumination variation. Second, the target is identified from the detected objects using the target contour features and the Hu´s moment invariants. Then, the spatial coordinates of the target object are obtained with the cameras´ perspective matrices, and the target position is determined. Finally, to verify effectiveness of the image processing algorithms presented and the visual servo control, experiments are done on a robot platform to mimic the manipulation of pouring water with two arms, and the results show that the robot system can complete the task successfully.
Keywords :
cameras; feature extraction; image colour analysis; image segmentation; manipulators; mobile robots; object detection; object recognition; robot vision; visual servoing; HSV color space; Hu moment invariants; PZT cameras; bounding rectangles; camera perspective matrices; coordinated manipulation; illumination variation; image processing algorithm; mobile two-arm robot; object detection; object localization; object recognition; segmentation threshold; target contour features; visual servo control; water pouring manipulation; Cameras; Electronic mail; Mobile communication; Robot kinematics; Servosystems; Visualization; Coordinated Manipulation; HSV; Invariant Moment; Mobile Two-Arm Robot; Visual Servo Control;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896413