Title :
Hand position estimation in binocular visual space using linear approximation of kinematics
Author :
Komada, Satoshi ; Turpin, Santiago ; Hashimoto, Koji ; Yashiro, Daisuke ; Hirai, Junji
Author_Institution :
Grad. Sch. of Eng., Mie Univ., Tsu, Japan
Abstract :
A linear visual servoing is based on linear approximation of kinematics made by a constant matrix. The combination of binocular visual space and configuration of a human upper limb and human eyes realizes the linear approximation. In this research, a method of compensating the image-processing delay for the linear visual servoing is proposed. A delay compensation method of image features from the image Jacobian matrix and the joint angle displacements has been proposed. In order to apply this method to the linear visual servoing, a method of compensating delay based on the linear approximate expression is proposed. This method compensates delay by estimating the hand position in the binocular visual space from the linear approximation of kinematics and joint angle displacements. Moreover, a parameter derivation method of the constant matrix is also proposed in order to reduce the estimation error. Accuracy of the proposed method is evaluated through simulations.
Keywords :
Jacobian matrices; approximation theory; computer vision; feature extraction; visual servoing; binocular visual space; constant matrix; hand position estimation; human eyes configuration; human upper limb configuration; image Jacobian matrix; image features; image-processing delay compensation; joint angle displacements; kinematics; linear approximation; linear visual servoing; parameter derivation method; Calibration; Delays; Joints; Manipulators; Servomotors; binocular visual space; image-processing delay; kinematics; linear visual servoing;
Conference_Titel :
Power Electronics Conference (IPEC-Hiroshima 2014 - ECCE-ASIA), 2014 International
Conference_Location :
Hiroshima
DOI :
10.1109/IPEC.2014.6869858