Title :
Object recognition and path-drawing for a mobile robot
Author :
Maldonado, Ruben ; Flores-Pulido, Leticia ; Hernandez Cuamatzi, Patrick ; Rocio Sanchez Perez, Carolina
Author_Institution :
Sch. of Technol. & Eng., Autonomous Univ. of Tlaxcala, Apizaco, Mexico
Abstract :
In this paper we propose a vision algorithm to object recognition during a mobile robot´s journey in a controlled environment. Furthermore, another algorithm was used to drawing the path of the robot, which is based on the evaluation of a vision algorithm to provide results. The first algorithm uses color processing techniques to achieve an image thresholding and a Harris corner detector to recognize objects in a scene. A graphical user interface has been developed to perform the image analysis and the path-drawing in real time. These algorithms, working together, provided 97% as recognition rate.
Keywords :
edge detection; graphical user interfaces; image colour analysis; image segmentation; mobile robots; object recognition; path planning; robot vision; Harris corner detector; color processing techniques; controlled environment; graphical user interface; image analysis; image thresholding; mobile robot journey; object recognition; path-drawing; vision algorithm; Algorithm design and analysis; Cameras; Detectors; Image color analysis; Mobile robots; Robot vision systems;
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2014 International Conference on
Conference_Location :
Cholula
Print_ISBN :
978-1-4799-3468-3
DOI :
10.1109/CONIELECOMP.2014.6808566