DocumentCode
3152865
Title
SPUMIC: Simultaneous phase unwrapping and multipath interference cancellation in time-of-flight cameras using spectral methods
Author
Kirmani, Ahmed ; Benedetti, A. ; Chou, Philip A.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear
2013
fDate
15-19 July 2013
Firstpage
1
Lastpage
6
Abstract
We propose a framework for simultaneous phase unwrapping and multipath interference cancellation (SPUMIC) in homodyne time-of-flight (ToF) cameras. Our multi-frequency acquisition framework is based on parametric modeling of the multipath interference phenomena. We use robust spectral estimation methods with low computational complexity to detect and estimate multipath parameters. Using simulations and analysis we demonstrate that our proposed solution is implementable in real-time on existing ToF cameras without requiring any hardware modifications.
Keywords
cameras; computational complexity; data acquisition; interference suppression; natural scenes; parameter estimation; spectral analysis; SPUMIC; computational complexity; homodyne ToF cameras; homodyne time-of-flight cameras; multifrequency acquisition framework; multipath parameter detection; multipath parameter estimation; parametric modeling; real-time implementation; robust spectral estimation methods; simultaneous phase unwrapping and multipath interference cancellation; Cameras; Estimation; Frequency estimation; Frequency modulation; Interference; Microwave integrated circuits; 3D camera; Time-of-flight range imaging; depth sensing; flying pixel; mixed; multipath cancellation; phase unwrapping; spectral estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo (ICME), 2013 IEEE International Conference on
Conference_Location
San Jose, CA
ISSN
1945-7871
Type
conf
DOI
10.1109/ICME.2013.6607553
Filename
6607553
Link To Document