Title :
3D mechanical characterization of artificial muscles with stereoscopic computer vision and active contours
Author :
Verdu, R. ; Berenguer, R. ; Vazquez, G. ; Otero, T.F. ; Weruaga, Luis
Author_Institution :
Cartagena Univ. of Technol., Spain
Abstract :
Artificial muscles are formed by attaching a conducting polymeric film to a non-conducting one. Applying an electrical current on the muscle, a macroscopic bending movement appears on it. Study of curvature variations and related parameters, such as speed of motion or energy of curvature, is necessary for improving the efficiency of these devices. In a previous work, a one-cam computer vision system was developed to estimate motion parameters in 2D with precise results. In this paper, a two-cam stereo vision system is proposed to process the image sequence and track the muscle in 3D. Active contours models are employed in motion detection and mechanical parameters estimation. Results prove the validity of this approach, allowing automatic testing on the research into artificial muscles.
Keywords :
automatic testing; cameras; computer vision; electric current; image sequences; multidimensional signal processing; muscle; parameter estimation; stereo image processing; 3D mechanical characterization; active contours; artificial muscles; automatic testing; conducting polymeric film; electrical current; image sequence; macroscopic bending movement; mechanical parameters estimation; motion parameter estimation; stereoscopic computer vision; two-cam stereovision system; Active contours; Computer vision; Conductive films; Image sequences; Joining processes; Motion estimation; Muscles; Parameter estimation; Polymer films; Stereo vision;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246982