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Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts

机译:使用实部/虚部和幅度/相位部分对离轴数字全息图进行小波压缩

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摘要

Compression of digital holograms allows one to store, transmit, and reconstruct large sets of holographic data. There are many digital image compression methods, and usually wavelets are used for this task. However, many significant specialties exist for compression of digital holograms. As a result, it is preferential to use a set of methods that includes filtering, scalar and vector quantization, wavelet processing, etc. These methods in conjunction allow one to achieve an acceptable quality of reconstructed images and significant compression ratios. In this paper, wavelet compression of amplitude/phase and real/imaginary parts of the Fourier spectrum of filtered off-axis digital holograms is compared. The combination of frequency filtering, compression of the obtained spectral components, and extra compression of the wavelet decomposition coefficients by threshold processing and quantization is analyzed. Computer-generated and experimentally recorded digital holograms are compressed. The quality of the obtained reconstructed images is estimated. The results demonstrate the possibility of compression ratios of 380 using real/imaginary parts. Amplitude/phase compression allows ratios that are a factor of 2–4 lower for obtaining similar quality of reconstructed objects.
机译:数字全息图的压缩允许人们存储,传输和重建大量的全息数据。有许多数字图像压缩方法,通常将小波用于此任务。但是,存在许多重要的数字全息图压缩专业。结果,优先使用包括滤波,标量和矢量量化,小波处理等的一组方法。这些方法结合在一起使人们能够获得可接受的重建图像质量和显着的压缩率。在本文中,比较了滤波后的离轴数字全息图的傅立叶频谱的振幅/相位和实部/虚部的小波压缩。分析了频率滤波,获得的频谱分量的压缩以及阈值处理和量化对小波分解系数的额外压缩的组合。计算机生成和实验记录的数字全息图被压缩。估计获得的重建图像的质量。结果表明,使用实部/虚部压缩比为380的可能性。振幅/相位压缩可使比率降低2-4倍,以获得类似质量的重建对象。

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