Title :
Characteristics of spatio-temporal signals acquired by optical motion tracking
Author :
Chen, Mingyu ; AlRegib, Ghassan ; Juang, Biing-Hwang
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The optical tracking is well studied in the field of computer vision, and the optical motion tracking is commonly achieved by a serial position tracking in time. In this paper, we look into the optical motion tracking at the perspective of spatio-temporal signal processing. We reveal possible sources that may affect the signal acquisition and estimation. We also introduce a general method for studying the characteristics of the spatio-temporal signals acquired from the optical tracking system, which is the first step that leads to better representation and acquisition of the spatio-temporal signal.
Keywords :
computer vision; motion estimation; optical signal detection; optical tracking; signal representation; spatiotemporal phenomena; computer vision; optical motion tracking; serial position tracking; signal acquisition; signal estimation; signal representation; spatiotemporal signal processing; Cameras; Distortion measurement; Jitter; Optical sensors; Target tracking; Three dimensional displays; optical motion tracking; spatio-temporal;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5656100