Title :
Mobile robot control using face recognition algorithms
Author :
Pustianu, Alexandru Ionut ; Serbencu, Adriana ; Cernega, Daniela Cristina
Author_Institution :
Fac. of Autom. Control, Comput., Electr. & Electron. Eng., Dunarea de Jos Univ. of Galati, Galati, Romania
Abstract :
In this paper is presented an algorithm to detect human faces using the orthogonal projection principle PCA (Principal Component Analysis) and a neural network classifier trained offline with a set of training images acquired from a webcam as well as from the CBLC and Manchester databases. The algorithm for the detection and tracking of faces will be implemented in a Visual C + + application, which will be tested on the mobile robot. The purpose of this paper is to implement an image processing algorithm in robotics thus making a human-robot interaction. The experimental results have been achieved on the PeopleBot, a two-wheeled differently driven mobile robot with a castor wheel for stability.
Keywords :
C++ language; cameras; face recognition; human-robot interaction; learning (artificial intelligence); mobile robots; principal component analysis; visual databases; visual programming; CBLC; Manchester database; PeopleBot; Webcam; castor wheel; face recognition algorithm; human face detection; human-robot interaction; image processing algorithm; mobile robot control; neural network classifier; orthogonal projection principle PCA; principal component analysis; visual C++ application; Algorithm design and analysis; Face; Face detection; Mobile robots; Principal component analysis; Vectors;
Conference_Titel :
System Theory, Control, and Computing (ICSTCC), 2011 15th International Conference on
Conference_Location :
Sinaia
Print_ISBN :
978-1-4577-1173-2