Fast phase-only hologram calculation with a shared phase mask optimized from an image dictionary

A common phase-type spatial light modulator (SLM) can only modulate the phase part of a complex-amplitude hologram calculated from an object image. To calculate a phase-only hologram, iterative methods such as the Gerchberg–Saxton algorithm can be employed. However, one-step non-iterative phase-only hologram calculation is more favorable for real-time applications. This paper proposes a novel scheme to optimize a shared phase mask from a set of training images. Then a phase-only hologram can be simply calculated by phase truncation after any given object image similar to the training samples is multiplied with the shared mask and Fresnel diffracted. The speckle noise in the reconstructed images can be significantly suppressed if our optimized phase mask is used instead of a conventional random phase mask.

[1]  Ting-Chung Poon,et al.  Nonlinearity compensation and complex-to-phase conversion of complex incoherent digital holograms for optical reconstruction. , 2016, Optics express.

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

[3]  Xia Li,et al.  Compression of phase-only holograms with JPEG standard and deep learning , 2018, Applied Sciences.

[4]  W. A. Crossland,et al.  Novel method for converting digital Fresnel hologram to phase-only hologram based on bidirectional error diffusion , 2013 .

[5]  G. Spalding,et al.  Computer-generated holographic optical tweezer arrays , 2000, cond-mat/0008414.

[6]  Roberto Torroba,et al.  Synthetic amplitude for improved reconstruction of noniterative phase holograms. , 2019, Applied optics.

[7]  Man Zhang,et al.  Non-iterative phase-only Fourier hologram generation with high image quality. , 2017, Optics express.

[8]  Andreas Georgiou,et al.  Holographic near-eye displays for virtual and augmented reality , 2017, ACM Trans. Graph..

[9]  Yongtian Wang,et al.  A Review of Dynamic Holographic Three-Dimensional Display: Algorithms, Devices, and Systems , 2016, IEEE Transactions on Industrial Informatics.

[10]  Hans J. Tiziani,et al.  Computer-generated holograms in interferometric testing , 2004 .

[11]  Peter Wai Ming Tsang,et al.  Generation of edge-preserved noise-added phase-only hologram , 2016 .

[12]  Roberto Torroba,et al.  Optimized random phase only holograms. , 2018, Optics letters.

[13]  Shuming Jiao,et al.  Fast computer generated hologram calculation with a mini look-up table incorporated with radial symmetric interpolation. , 2017, Optics express.

[14]  William Wang,et al.  Digital Holographic System for Automotive Augmented Reality Head-Up-Display , 2018, 2018 IEEE 27th International Symposium on Industrial Electronics (ISIE).

[15]  Wei Lei,et al.  Speckle-suppressed phase-only holographic three-dimensional display based on double-constraint Gerchberg-Saxton algorithm. , 2015, Applied optics.

[16]  P W M Tsang,et al.  Fast conversion of digital Fresnel hologram to phase-only hologram based on localized error diffusion and redistribution. , 2014, Optics express.

[17]  Hsuan T. Chang,et al.  3-D modified Gerchberg-Saxton algorithm developed for panoramic computer-generated phase-only holographic display , 2017 .

[18]  Tomoyoshi Shimobaba,et al.  Review of Fast Calculation Techniques for Computer-Generated Holograms With the Point-Light-Source-Based Model , 2017, IEEE Transactions on Industrial Informatics.

[19]  Izabela Naydenova,et al.  Advanced Holography - Metrology and Imaging , 2011 .

[20]  Liangcai Cao,et al.  Progress in virtual reality and augmented reality based on holographic display. , 2018, Applied optics.

[21]  Michael A. Golub,et al.  Computer-generated holograms for fiber optical communication with spatial-division multiplexing , 2017 .

[22]  P W M Tsang,et al.  Generation of patterned-phase-only holograms (PPOHs). , 2017, Optics express.

[23]  Ting Lei,et al.  Error diffusion method with optimized weighting coefficients for binary hologram generation. , 2019, Applied optics.