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Discriminative repair approach to remove shadow-induced error for typical digital fringe projection
- Source :
- Optics express. 28(18)
- Publication Year :
- 2020
-
Abstract
- In a typical digital fringe projection (DFP) system, the shadows in the fringe images cause errors in the phase map. We propose a novel discriminative repair approach to remove the shadow-induced error in the phase map. The proposed approach first classifies the shadow area in the phase map obtained by the DFP into two categories: valid shadow area and invalid shadow area. Then the valid shadow area is repaired by a proposed neighboring information fusion phase estimation (NIFPE) method, which fuses the phase gradient into the result of kernel density estimation (KDE) through the Kalman filter (KF) algorithm. The invalid shadow area is repaired by a proposed background phase matching (BPM) method. The experimental results demonstrate that the shadow-induced error in the phase map can be removed, which verifies the effectiveness of the proposed approach.
- Subjects :
- business.industry
Computer science
Kernel density estimation
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Phase (waves)
Kalman filter
GeneralLiterature_MISCELLANEOUS
Atomic and Molecular Physics, and Optics
Structured-light 3D scanner
symbols.namesake
Optics
Fourier transform
Discriminative model
Shadow
symbols
Computer vision
Artificial intelligence
business
Phase retrieval
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- ISSN :
- 10944087
- Volume :
- 28
- Issue :
- 18
- Database :
- OpenAIRE
- Journal :
- Optics express
- Accession number :
- edsair.doi.dedup.....4abf42b9ec28a125dc379112b53adbc7