Phase Unwrapping Error Correction Based on Multiple Linear Regression Analysis

doi:10.3390/s23052743

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	Phase Unwrapping Error Correction Based on Multiple Linear Regression Analysis
	Z. Lv, K. Zhu, X. He, L. Zhang, J. He, Z. Mu, J. Wang, X. Zhang and R. Hao
刊名	Sensors
	2023
卷号	23 期号:5
ISSN号	14248220
DOI	10.3390/s23052743
英文摘要	Fringe projection profilometry (FPP) is prone to phase unwrapping error (PUE) due to phase noise and measurement conditions. Most of the existing PUE-correction methods detect and correct PUE on a pixel-by-pixel or partitioned block basis and do not make full use of the correlation of all information in the unwrapped phase map. In this study, a new method for detecting and correcting PUE is proposed. First, according to the low rank of the unwrapped phase map, multiple linear regression analysis is used to obtain the regression plane of the unwrapped phase, and thick PUE positions are marked on the basis of the tolerance set according to the regression plane. Then, an improved median filter is used to mark random PUE positions and finally correct marked PUE. Experimental results show that the proposed method is effective and robust. In addition, this method is progressive in the treatment of highly abrupt or discontinuous regions. © 2023 by the authors.
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内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/67753]
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Z. Lv, K. Zhu, X. He, L. Zhang, J. He, Z. Mu, J. Wang, X. Zhang and R. Hao. Phase Unwrapping Error Correction Based on Multiple Linear Regression Analysis[J]. Sensors,2023,23(5).
APA	Z. Lv, K. Zhu, X. He, L. Zhang, J. He, Z. Mu, J. Wang, X. Zhang and R. Hao.(2023).Phase Unwrapping Error Correction Based on Multiple Linear Regression Analysis.Sensors,23(5).
MLA	Z. Lv, K. Zhu, X. He, L. Zhang, J. He, Z. Mu, J. Wang, X. Zhang and R. Hao."Phase Unwrapping Error Correction Based on Multiple Linear Regression Analysis".Sensors 23.5(2023).