DocumentCode
65587
Title
Single Shot Dual-Frequency Structured Light Based Depth Sensing
Author
Fu Li ; Shan Gao ; Guangming Shi ; Qin Li ; Lili Yang ; Ruodai Li ; Xuemei Xie
Author_Institution
Key Lab. of Intell. Perception & Image Understanding of Educ., Xidian Univ., Xi´an, China
Volume
9
Issue
3
fYear
2015
fDate
Apr-15
Firstpage
384
Lastpage
395
Abstract
Structured light techniques are widely used for depth sensing. In this paper, we propose a single shot dual-frequency structured light based method to achieve dense depth in dynamic scenes. The projected pattern is a mixture of two different periodical waves whose phases are related to the change of color and intensity respectively, which can avoid the requirement of Fourier spectra separation in other multi-frequency patterns. Gabor filter is adopted to interpolate the phases. The number theory is used to deal with the phase ambiguity in phase based method conveniently and speedily. A dense depth can be achieved because of the phase-based encoding mode. The proposed method is suitable for dense depth acquisition of the moving object. Experimental results show higher accuracy of the proposed method in depth acquisition compared with the Kinect and larger resolution compared with the ToF (Time of Flight) depth camera. Meanwhile, the proposed method can also acquire the depth of the color scenes and is robust to the surface texture of objects.
Keywords
Fourier transform optics; Fourier transform spectra; Gabor filters; image coding; image resolution; image sensors; interpolation; optical sensors; spatial variables measurement; Fourier spectra separation; Gabor filter; Kinect; color scenes; dense depth acquisition; depth sensing; image resolution; intensity; multifrequency patterns; periodical waves; phase ambiguity; phase-based encoding mode; single shot dual-frequency structured light; surface texture; time of flight depth camera; Algorithm design and analysis; Cameras; Gabor filters; Image color analysis; Integrated circuits; Sensors; Signal processing algorithms; Depth acquisition; dual- frequency; structured light;
fLanguage
English
Journal_Title
Selected Topics in Signal Processing, IEEE Journal of
Publisher
ieee
ISSN
1932-4553
Type
jour
DOI
10.1109/JSTSP.2015.2403794
Filename
7042231
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