Title :
Curve fitting using polygonal approximation for a robotic writing task
Author :
Perez-Gaspar, L.A. ; Trujillo-Romero, F. ; Caballero-Morales, S.O. ; Ramirez-Leyva, F.H.
Author_Institution :
Div. de Estudios de Posgrado, Univ. Tecnol. de la Mixteca, Huajuapan de León, Mexico
Abstract :
In this paper a Polygonal Approximation is performed on a picture taken from a webcam with a desirable amount of points, this with the purpose to have an optimal representation of the drawing. The image is pre-processed with different methods like Canny edge detection and threshold with dilation operators before Polygonal approximation begins. After pre-processing is finished, the algorithm for the approximation is carried out; once we have the N points that best describe the contour of the figure, the coordinates are stored and a 2 dof arm draws the contour of the figure observed.
Keywords :
curve fitting; edge detection; image segmentation; manipulators; Canny edge detection; curve fitting; dilation operators; image pre-processing; image thresholding; polygonal approximation; robot arm; robotic writing task; Approximation algorithms; Approximation methods; Heuristic algorithms; Image segmentation; Robot kinematics; Servomotors; Computer Vision; Digital Image Processing; Dynamixel; Polygonal Approximation;
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2015 International Conference on
Conference_Location :
Cholula
DOI :
10.1109/CONIELECOMP.2015.7086949