基于自适应离散余弦变换(DCT)去噪的太赫兹图像改进

IF 0.3 4区 物理与天体物理 Q4 PHYSICS, MULTIDISCIPLINARY Lithuanian Journal of Physics Pub Date : 2022-12-10 DOI:10.3952/physics.v62i4.4823
V. Abramova, S. Abramov, V. Lukin, I. Grigelionis, L. Minkevičius, G. Valušis
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引用次数: 1

摘要

由于某些硬件限制,太赫兹图像的质量通常低于期望,这使得很难从中提取有价值的信息。本文的目的是研究通过数字图像处理方法克服这些限制的可能性。这项研究是在距离0.1太赫兹频率的太赫兹辐射源不同距离处获得的一组图像。结果表明,这些图像中的噪声是混合的,具有显著的空间相关性。为了增强图像质量,提出了一种基于空间自适应频谱的离散余弦变换的全自动去噪方法。结果表明,尽管太赫兹图像的初始空间分辨率较低且噪声强烈,但它提供了良好的降噪效果,并保留了良好的边缘,这使得人们可以显着提高这些图像的质量,并使它们更便于人类操作员进行视觉分析。
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Improvement of terahertz images by adaptive discrete cosine transform (DCT)-based denoising
Due to certain hardware limitations the quality of terahertz images is often lower than desired, which makes it difficult to extract valuable information from them. The goal of this paper is to investigate possibilities to overcome some of these limitations by means of digital image processing. The research is held on a set of images obtained at different distances from the source of terahertz radiation at 0.1 THz frequency. It is shown that the noise in these images is mixed and has a significant level of spatial correlation. For image quality enhancement a fully automatic denoising method based on the use of a discrete cosine transform with a spatially adapted spectrum is proposed. It is shown that despite an initially low spatial resolution of terahertz images and intensive noise, it provides a good noise reduction with a good preservation of edges, which allows one to noticeably improve the quality of these images and make them more convenient for visual analysis carried out by a human operator.
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来源期刊
Lithuanian Journal of Physics
Lithuanian Journal of Physics 物理-物理:综合
CiteScore
0.90
自引率
16.70%
发文量
21
审稿时长
>12 weeks
期刊介绍: The main aim of the Lithuanian Journal of Physics is to reflect the most recent advances in various fields of theoretical, experimental, and applied physics, including: mathematical and computational physics; subatomic physics; atoms and molecules; chemical physics; electrodynamics and wave processes; nonlinear and coherent optics; spectroscopy.
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