Title :
Human position estimation in Intelligent Space for an active information display
Author :
Ahn, Jae-Hyun ; Lee, Jeong-Eom ; Kim, Joo-Hyung ; Kim, Sang-Jun ; Lee, Joo-Ho ; Park, Gwi-Tae
Author_Institution :
Dept. of Mechatron., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we introduce a new active information display system which is based on Intelligent Space and a projector mounted mobile robot. This system is able to afford a human with relevant information by projecting it on where the human is looking such as a wall, a floor, and a door. For this system, Intelligent Space should recognize location of human. To estimate position of human in Intelligent Space using multiple camera system, we propose a human detection method based on the Histogram of Oriented Gradients(HOG) feature descriptors and the boosting technique in each camera and a position estimation method using multiple view geometry. The performance of proposed method for human position is verified by real-time experiments.
Keywords :
mobile robots; motion estimation; active information display system; feature descriptors; histogram; human detection method; human position estimation; intelligent space; multiple camera system; multiple view geometry; oriented gradients; projector mounted mobile robot; Aerospace electronics; Artificial intelligence; Cameras; Geometry; Humans; Robots; Three dimensional displays; Active Information Display System; Human Computer Interaction; Human Position Estimation; Intelligent Space; Ubiquitous Display;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4577-0835-0