Title :
A Human Robot Interaction-based approach to automation in industrial manufacturing
Author :
Cerlinca, Tudor ; Vlad, Valentin
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Stefan cel Mare Univ., Suceava, Romania
Abstract :
The aim of this paper is to present an innovative Human Robot Interaction-based system which allows a human operator to interact with an industrial robot in a natural way, through hand gestures, for the purpose of creating prototype products, consisting of one or two small integrated circuit boards on which different integrated circuits can be placed in a custom configuration. The interaction between the human operator and the industrial robot is achieved through a 3D virtual environment which was designed in such a manner so that it closely resembles with the working area of the industrial robot. The 3D virtual environment allows a human operator to easily build a prototype product by using hand gestures and a 3D virtual mouse which is also controlled through hands. The 3D hand gesture recognition module consists of a Dynamic Time Warping algorithm which computes the hands trajectories´ similarity and a k-nearest neighbor algorithm for classification.
Keywords :
control engineering computing; gesture recognition; human-robot interaction; image classification; industrial robots; learning (artificial intelligence); manufacturing systems; mouse controllers (computers); production engineering computing; robot vision; virtual reality; 3D hand gesture recognition module; 3D virtual environment; 3D virtual mouse; dynamic time warping algorithm; gesture classification; hand gesture; human robot interaction; industrial manufacturing; industrial robot; integrated circuit board; k-nearest neighbor algorithm; Humans; Integrated circuits; Prototypes; Service robots; Trajectory; Virtual environments; Human robot interaction; Object segmentation; Robot control; Stereo image processing; Time series analysis;
Conference_Titel :
Electrical and Power Engineering (EPE), 2012 International Conference and Exposition on
Conference_Location :
Iasi
Print_ISBN :
978-1-4673-1173-1
DOI :
10.1109/ICEPE.2012.6463602