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
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;
Conference_Titel :
Multimedia and Expo (ICME), 2013 IEEE International Conference on
Conference_Location :
San Jose, CA
DOI :
10.1109/ICME.2013.6607553