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Complex-valued speckle effect and its suppression for high quality of phase unwrapping reconstruction in coherent digital holographic microscopy
- Source :
- Optics Communications. 472:125837
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- In coherent digital holographic microscopy, speckle noise is incorporated into the hologram so that phase reconstruction may become worse in quality. Meanwhile, the previous speckle suppression algorithms are not satisfactory to solving this problem due to under- or over-filtering the image with a purely multiplicative or additive phase processing technique. In this paper, the complex-valued speckle effect on the phase reconstruction is first disclosed in theory by creating a multiplicative complex-valued model. A composite noise processing approach is subsequently proposed, which combines a revision of speckle reducing anisotropic diffusion algorithm and an improvement of dual-domain noise processing technique by developing a principal component analysis model for the image blocks to determine the true noise standard deviation in the algorithm for optimization of speckle suppression. The phase unwrapping algorithm with proposed speckle suppression processing is optimally combined to obtain better robustness and phase reconstruction quality of the image. The results are satisfactory. It verifies the validity of the proposed method especially for the objects with continuously-varied phases
- Subjects :
- Anisotropic diffusion
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Holography
Phase (waves)
02 engineering and technology
01 natural sciences
law.invention
010309 optics
Speckle pattern
Optics
law
0103 physical sciences
Electrical and Electronic Engineering
Physical and Theoretical Chemistry
business.industry
Noise (signal processing)
Speckle noise
021001 nanoscience & nanotechnology
Atomic and Molecular Physics, and Optics
Electronic, Optical and Magnetic Materials
Principal component analysis
Digital holographic microscopy
0210 nano-technology
business
Algorithm
Digital holography
Subjects
Details
- ISSN :
- 00304018
- Volume :
- 472
- Database :
- OpenAIRE
- Journal :
- Optics Communications
- Accession number :
- edsair.doi...........922512a0dbe435a56da99cd2ca3b1380