Author_Institution :
Univ. of Washington, Seattle, WA, USA
Abstract :
In this talk, I will present an automatic system which dynamically tracks human objects and create their 3-D visualization from big visual data, collected either from a single or an array of static/moving cameras. These cameras are continuously calibrated among one another in a fully unsupervised manner so that the tracking across multiple cameras can be effectively integrated and reconstructed via the 3D open map service such as Google Earth or Microsoft Virtual Earth. Finally, I wil also present some systematic recognition of the actions performed by the tracked human independent of the viewing perspectives.
Keywords :
data handling; data visualisation; image sensors; object tracking; 3D open map service; 3D visualization; Google Earth; Microsoft virtual earth; automatic system; big visual data; dynamic monitoring; human independent tracking; human object tracking; multiple cameras; physical world; static-moving cameras; systematic recognition; Automation; Instruments; Multimedia communication; Optics; Psychology; Robot kinematics;
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2015 International Conference on
Conference_Location :
Cholula
DOI :
10.1109/CONIELECOMP.2015.7086920