DocumentCode :
263775
Title :
Probabilistic Phase Unwrapping for Single-Frequency Time-of-Flight Range Cameras
Author :
Crabb, Ryan ; Manduchi, Roberto
Author_Institution :
Dept. of Comput. Eng., Univ. of California, Santa Cruz, Santa Cruz, CA, USA
Volume :
1
fYear :
2014
fDate :
8-11 Dec. 2014
Firstpage :
577
Lastpage :
584
Abstract :
This paper proposes a solution to the 2-D phase unwrapping problem, inherent to time-of-flight range sensing technology due to the cyclic nature of phase. Our method uses a single frequency capture period to improve frame rate and decrease the presence of motion artifacts encountered in multiple frequency solutions. We present a probabilistic framework that considers intensity image in addition to the phase image. The phase unwrapping problem is cast in terms of global optimization of a carefully chosen objective function. Comparative experimental results confirm the effectiveness of the proposed approach.
Keywords :
cameras; image sensors; optimisation; phase measurement; probability; 2D phase unwrapping problem; motion artifact presence; optimization; probabilistic phase unwrapping problem; single frequency capture period; single-frequency time-of-flight range camera; time-of-flight range sensing technology; Brightness; Cameras; Frequency modulation; Lighting; Optimization; Phase measurement; Random variables; Markov Random Field; Phase Unwrapping; Range Camera; Time-of-Flight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
3D Vision (3DV), 2014 2nd International Conference on
Conference_Location :
Tokyo
Type :
conf
DOI :
10.1109/3DV.2014.89
Filename :
7035872
Link To Document :
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