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Dense depth acquisition via one-shot stripe structured light
- Source :
- VCIP
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
Abstract
- Depth acquisition for moving objects becomes increasingly critical for some applications such as human facial expression recognition. This paper presents a method for capturing the depth maps of moving objects that uses a one-shot black-and-white stripe pattern with the features of simplicity and easily generation. Considering the accuracy of a matching is crucial for a precise depth map but the matching of variant-width stripes is sparse and rough, the phase differences extracted by Gabor filter to achieve a pixel-wise matching with sub-pixel accuracy are used. The details of the derivation are presented to prove that this method based on the phase difference calculated by Gabor filter is valid. In addition, the periodic ambiguity of the encoded stripe is eliminated by the epipolar segment covering a given depth range at a camera-projector calibrating stage to decrease the calculation complexity. Experimental results show that our method can get a dense and accurate depth map of a moving object.
- Subjects :
- Matching (graph theory)
business.industry
Epipolar geometry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Phase (waves)
Pattern recognition
Facial recognition system
Gabor filter
Depth map
Computer Science::Computer Vision and Pattern Recognition
Simplicity (photography)
Computer vision
Artificial intelligence
business
Mathematics
Structured light
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2013 Visual Communications and Image Processing (VCIP)
- Accession number :
- edsair.doi...........e6647033567ea28244062e3364b6a64d