Gram-Schmidt orthonormalization for retrieval of amplitude images under sinusoidal patterns of illumination.

Structured illumination using sinusoidal patterns has been used for optical imaging of biological tissues in biomedical research, and of horticultural products in food quality evaluation. Implementation of structured-illumination imaging relies on retrieval of amplitude images, which is conventionally achieved by a phase-shifting technique that requires collecting a minimum of three phase-shifted images. In this study, we have proposed Gram-Schmidt orthonormalization (GSO) to retrieve amplitude component (AC) images using only two phase-shifted images. We have proposed two forms of GSO implementation, and prior to GSO processing, we eliminated the direct component (DC) background by subtracting a DC image we recovered using a spiral phase function (SPF) in the Fourier space. We demonstrated the GSO methods through numerical simulations and application examples of detection of bruise defects in apples by structured-illumination reflectance imaging (SIRI). GSO performed comparably to conventional three-phase-based demodulation. It is simple, fast and effective for amplitude retrieval and requires no prior phase information, which could facilitate fast implementation of structured-illumination imaging.

[1]  E. Peli Contrast in complex images. , 1990, Journal of the Optical Society of America. A, Optics and image science.

[2]  R. Lu,et al.  Structured-illumination reflectance imaging (SIRI) for enhanced detection of fresh bruises in apples , 2016 .

[3]  M. A. Oldfield,et al.  Natural demodulation of two-dimensional fringe patterns. I. General background of the spiral phase quadrature transform. , 2001, Journal of the Optical Society of America. A, Optics, image science, and vision.

[4]  A. Bovik,et al.  A universal image quality index , 2002, IEEE Signal Processing Letters.

[5]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[6]  Elias Kristensson,et al.  Two-pulse structured illumination imaging. , 2014, Optics letters.

[7]  Sylvain Gioux,et al.  Real-time, profile-corrected single snapshot imaging of optical properties. , 2015, Biomedical optics express.

[8]  M. Gustafsson Surpassing the lateral resolution limit by a factor of two using structured illumination microscopy , 2000, Journal of microscopy.

[9]  Sylvain Gioux,et al.  Single snapshot imaging of optical properties. , 2013, Biomedical optics express.

[10]  J Antonio Quiroga,et al.  Two-step demodulation based on the Gram-Schmidt orthonormalization method. , 2012, Optics letters.

[11]  Peng Sun,et al.  Phase shifts extraction algorithm based on Gram–Schmidt orthonormalization of two vectors , 2015 .

[12]  Jindong Tian,et al.  Two-step demodulation algorithm based on the orthogonality of diamond diagonal vectors , 2015 .

[13]  Xing Zhou,et al.  Double-Exposure Optical Sectioning Structured Illumination Microscopy Based on Hilbert Transform Reconstruction , 2015, PloS one.

[14]  Rainer Heintzmann,et al.  Single-shot optical sectioning using polarization-coded structured illumination , 2010 .

[15]  T. Wilson,et al.  Method of obtaining optical sectioning by using structured light in a conventional microscope. , 1997, Optics letters.

[16]  Krzysztof Patorski,et al.  Adaptive enhancement of optical fringe patterns by selective reconstruction using FABEMD algorithm and Hilbert spiral transform. , 2012, Optics express.

[17]  M. Trusiak,et al.  Two-shot fringe pattern phase-amplitude demodulation using Gram-Schmidt orthonormalization with Hilbert-Huang pre-filtering. , 2015, Optics express.

[18]  Bruce J Tromberg,et al.  Advanced demodulation technique for the extraction of tissue optical properties and structural orientation contrast in the spatial frequency domain , 2014, Journal of biomedical optics.

[19]  Renfu Lu,et al.  Spectral Absorption and Scattering Properties of Normal and Bruised Apple Tissue , 2010 .

[20]  Anthony J. Durkin,et al.  Detection of bruises on golden delicious apples using spatial- frequency-domain imaging , 2007, SPIE BiOS.

[21]  Yuzhen Lu,et al.  Fast demodulation of pattern images by spiral phase transform in structured-illumination reflectance imaging for detection of bruises in apples , 2016, Comput. Electron. Agric..

[22]  Anthony J. Durkin,et al.  Modulated imaging: quantitative analysis and tomography of turbid media in the spatial-frequency domain. , 2005, Optics letters.

[23]  Hanlin Wang,et al.  Phase retrieval approach based on the normalized difference maps induced by three interferograms with unknown phase shifts. , 2014, Optics express.

[24]  Myung K. Kim,et al.  Single-exposure optical sectioning by color structured illumination microscopy. , 2006, Optics letters.

[25]  Zhaoyang Wang,et al.  Two-dimensional continuous wavelet transform algorithm for phase extraction of two-step arbitrarily phase-shifted interferograms , 2014 .

[26]  Anthony J. Durkin,et al.  Quantitation and mapping of tissue optical properties using modulated imaging. , 2009, Journal of biomedical optics.

[27]  Paul S. Fisher,et al.  Image quality measures and their performance , 1995, IEEE Trans. Commun..

[28]  Xiang Zhou,et al.  Morphological operation-based bi-dimensional empirical mode decomposition for automatic background removal of fringe patterns. , 2012, Optics express.