Title :
An ethological motion capture system
Author :
Devecseri, Viktor ; Dóka, Antal ; Molnár, József ; Tamás, Péter
Author_Institution :
Dept. of Mechatron., Opt. & Inf. Eng., Budapest Univ. of Technol. & Econ., Budapest, Hungary
Abstract :
The motion of living beings can be recorded with motion capture systems. The recorded data can be used to animate virtual characters. There are many methods used by motion capture systems. The paper presents the development of a motion capture system for more than one performer with active optical markers. The performers wear homogenous, illuminating markers attached to each relevant joint. Movements are captured by 6 high speed cameras in order to determine the markers´ position in the cameras´ image. The cameras operate at 60 fps. The image processing is distributed among multiple computers. Luckily most of the image processing tasks are highly parallel, so the high parallel computational capacity of modern programmable GPUs can be exploited. The main computer calculates the markers´ 3D positions after it receives the 2D data from image processing. Each marker needs to be identified, so the markers´ 2D and 3D positions are tracked. A hierarchy can be defined between the points in the point cloud, which can be used to determine the bones´ hierarchical transformation chain in the characters´ skeleton. To achieve satisfying results precise calibration is required.
Keywords :
computer animation; graphics processing units; image motion analysis; image sensors; image thinning; object tracking; 2D position tracking; 3D position tracking; active optical markers; ethological motion capture system; image processing tasks; parallel computational capacity; position determination; programmable GPU; virtual character animation; Calibration; Cameras; Computers; Image processing; Laboratories; Three dimensional displays; Tracking;
Conference_Titel :
Computational Intelligence and Informatics (CINTI), 2011 IEEE 12th International Symposium on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-0044-6
DOI :
10.1109/CINTI.2011.6108555