阈值
全息术
计算机科学
数字全息术
计算机视觉
人工智能
数字微镜装置
空间光调制器
全息显示器
计算全息
扩散
光学
图像(数学)
物理
热力学
作者
Pavel A. Cheremkhin,Ekaterina A. Kurbatova,Nikolay N. Evtikhiev,V. V. Krasnov,Vladislav G. Rodin,Rostislav S. Starikov
出处
期刊:Journal of Imaging
[Multidisciplinary Digital Publishing Institute]
日期:2022-01-18
卷期号:8 (2): 15-15
被引量:23
标识
DOI:10.3390/jimaging8020015
摘要
High-speed optical reconstruction of 3D-scenes can be achieved using digital holography with binary digital micromirror devices (DMD) or a ferroelectric spatial light modulator (fSLM). There are many algorithms for binarizing digital holograms. The most common are methods based on global and local thresholding and error diffusion techniques. In addition, hologram binarization is used in optical encryption, data compression, beam shaping, 3D-displays, nanofabrication, materials characterization, etc. This paper proposes an adaptive binarization method based on a combination of local threshold processing, hologram division into blocks, and error diffusion procedure (the LDE method). The method is applied for binarization of optically recorded and computer-generated digital holograms of flat objects and three-dimensional scenes. The quality of reconstructed images was compared with different methods of error diffusion and thresholding. Image reconstruction quality was up to 22% higher by various metrics than that one for standard binarization methods. The optical hologram reconstruction using DMD confirms the results of the numerical simulations.
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