Phase retrieval via spatial light modulator phase modulation in 4f optical setup: numerical inverse imaging with sparse regularization for phase and amplitude.

The 4f optical setup is considered with a wave field modulation by a spatial light modulator located in the focal plane of the first lens. Phase as well as amplitude of the wave field are reconstructed from noisy multiple-intensity observations. The reconstruction is optimal due to a constrained maximum likelihood formulation of the problem. The proposed algorithm is iterative with decoupling of the inverse of the forward propagation of the wave field and the filtering of phase and amplitude. The sparse modeling of phase and amplitude enables the advanced high-accuracy filtering and sharp imaging of the complex-valued wave field. Artifacts typical for the conventional algorithms (wiggles, ringing, waves, etc.) and attributed to optical diffraction can be suppressed by the proposed algorithm.

[1]  R. Gerchberg A practical algorithm for the determination of phase from image and diffraction plane pictures , 1972 .

[2]  D. L. Misell An examination of an iterative method for the solution of the phase problem in optics and electron optics: I. Test calculations , 1973 .

[3]  J R Fienup,et al.  Phase retrieval algorithms: a comparison. , 1982, Applied optics.

[4]  R. Lane Phase Retrieval Using Conjugate Gradient Minimization , 1991 .

[5]  M. Vorontsov,et al.  Phase retrieval from a set of intensity measurements: theory and experiment , 1992 .

[6]  J R Fienup,et al.  Phase-retrieval algorithms for a complicated optical system. , 1993, Applied optics.

[7]  B Y Gu,et al.  Gerchberg-Saxton and Yang-Gu algorithms for phase retrieval in a nonunitary transform system: a comparison. , 1994, Applied optics.

[8]  Bahram Javidi,et al.  Encrypted optical memory using double-random phase encoding. , 1997 .

[9]  R G Lane,et al.  Phase retrieval with prior information. , 1998, Journal of the Optical Society of America. A, Optics and image science.

[10]  J. Rodenburg,et al.  A phase retrieval algorithm for shifting illumination , 2004 .

[11]  G. Pedrini,et al.  Wave-front reconstruction from a sequence of interferograms recorded at different planes. , 2005, Optics letters.

[12]  Emmanuel J. Candès,et al.  Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.

[13]  Emmanuel J. Candès,et al.  Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? , 2004, IEEE Transactions on Information Theory.

[14]  G. Pedrini,et al.  Complete wavefront reconstruction using sequential intensity measurements of a volume speckle field. , 2006, Applied optics.

[15]  Alessandro Foi,et al.  Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering , 2007, IEEE Transactions on Image Processing.

[16]  J. Astola,et al.  Discrete diffraction transform for propagation, reconstruction, and design of wavefield distributions. , 2008, Applied optics.

[17]  J. Fienup,et al.  Optical wavefront measurement using phase retrieval with transverse translation diversity. , 2009, Optics express.

[18]  Yonina C Eldar,et al.  Super-resolution and reconstruction of sparse sub-wavelength images. , 2009, Optics express.

[19]  Jaakko Astola,et al.  From Local Kernel to Nonlocal Multiple-Model Image Denoising , 2009, International Journal of Computer Vision.

[20]  W. Osten,et al.  Characterization of a spatial light modulator and its application in phase retrieval. , 2009, Applied optics.

[21]  Anne Margarette S Maallo,et al.  Fast-convergent algorithm for speckle-based phase retrieval and a design for dynamic wavefront sensing. , 2009, Applied optics.

[22]  V. Micó,et al.  Quantitative phase microscopy using defocusing by means of a spatial light modulator. , 2010, Optics express.

[23]  B. Javidi,et al.  Compressive Fresnel Holography , 2010, Journal of Display Technology.

[24]  Joseph N Mait,et al.  Millimeter-wave compressive holography. , 2010, Applied optics.

[25]  C. Falldorf,et al.  Phase retrieval by means of a spatial light modulator in the Fourier domain of an imaging system. , 2010, Applied optics.

[26]  Daniel L Marks,et al.  Compressive holography of diffuse objects. , 2010, Applied optics.

[27]  Edmund Y Lam,et al.  Image reconstruction using spectroscopic and hyperspectral information for compressive terahertz imaging. , 2010, Journal of the Optical Society of America. A, Optics, image science, and vision.

[28]  Jaakko Astola,et al.  Wave field reconstruction from multiple plane intensity-only data: augmented lagrangian algorithm. , 2011, Journal of the Optical Society of America. A, Optics, image science, and vision.

[29]  J. Astola,et al.  High-accuracy wave field reconstruction: decoupled inverse imaging with sparse modeling of phase and amplitude. , 2012, Journal of the Optical Society of America. A, Optics, image science, and vision.