An improved JPEG compression method for digital hologram based on adaptive quantization table

IF 2.2 3区 物理与天体物理 Q2 OPTICS
Lei Hu, Jinbin Gui, Xianfei Hu, Zhuojian Tong
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引用次数: 0

Abstract

In the field of holography applications, compressing digital holograms is of increasing interest, and the standardization of hologram compression technology is a general trend. In this paper, we present an improved hologram compression method based on an adaptive JPEG quantization table. Initially, the hologram spectrum undergoes pre-processing to remove background noise. This pre-processing step makes the hologram spectrum more amenable to quantization. Subsequently, a formula for generating different adaptive quantization tables is proposed which can generate different adaptive quantization table for different holograms. The pre-processed hologram image is then quantized using this adaptive JPEG quantization table, followed by entropy encoding to further improve the compression ratio of the hologram. Simulation and experimental results show that the presented method improves the compression ratio of holograms while ensuring high-quality reconstruction compared to the JPEG standard. The PSNR value of the reconstructed image from compressed hologram reached 28.3642 dB, the MS-SSIM value was 0.8944, and the achieved compression ratio reached 97.35.
一种改进的基于自适应量化表的数字全息图像JPEG压缩方法
在全息技术的应用领域中,数字全息图的压缩越来越受到人们的关注,全息图压缩技术的标准化是一个大趋势。本文提出了一种改进的基于自适应JPEG量化表的全息图压缩方法。首先,全息图光谱经过预处理以去除背景噪声。这一预处理步骤使全息图光谱更易于量化。随后,提出了不同自适应量化表的生成公式,可针对不同的全息图生成不同的自适应量化表。然后利用该自适应JPEG量化表对预处理后的全息图进行量化,再进行熵编码,进一步提高全息图的压缩比。仿真和实验结果表明,与JPEG标准相比,该方法在保证高质量重建的同时,提高了全息图的压缩比。压缩全息图重建图像的PSNR值达到28.3642 dB, MS-SSIM值为0.8944,压缩比达到97.35。
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来源期刊
Optics Communications
Optics Communications 物理-光学
CiteScore
5.10
自引率
8.30%
发文量
681
审稿时长
38 days
期刊介绍: Optics Communications invites original and timely contributions containing new results in various fields of optics and photonics. The journal considers theoretical and experimental research in areas ranging from the fundamental properties of light to technological applications. Topics covered include classical and quantum optics, optical physics and light-matter interactions, lasers, imaging, guided-wave optics and optical information processing. Manuscripts should offer clear evidence of novelty and significance. Papers concentrating on mathematical and computational issues, with limited connection to optics, are not suitable for publication in the Journal. Similarly, small technical advances, or papers concerned only with engineering applications or issues of materials science fall outside the journal scope.
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