利用频域累积功率差选择光声图像下采样因子的方法。

IF 2 3区 物理与天体物理 Q3 BIOCHEMICAL RESEARCH METHODS
Shihao Tang, Min Wan, Yameng Zhang, Jiani Li, Ling Tao, Weitao Li
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引用次数: 0

摘要

光声显微镜作为一种新型的无创成像技术,其成像速度是制约其发展的重要因素。通常,PAM利用稀疏空间采样,这需要大量的事先实验来准确地选择下采样因子。为了克服这一限制,本研究提出了一种频域评价指标,即累积功率差(CPD),用于快速选择最佳下采样因子。我们将提出的CPD应用于小鼠耳和脑的光声图像。结果表明,随着下采样因子的增大,20幅图像的质量呈现出相似的下降趋势。CPD与PCC/MSE/SSIM显著相关(p
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Method for Selecting the Down-Sampling Factor of Photoacoustic Image by Using Cumulative Power Difference in Frequency Domain

Method for Selecting the Down-Sampling Factor of Photoacoustic Image by Using Cumulative Power Difference in Frequency Domain

As a novel non-invasive imaging technology, a constraint of photoacoustic microscopy (PAM) is its imaging speed. Often, PAM utilizes sparse spatial sampling, which necessitates extensive prior experimentation to accurately select the down-sampling factors. To overcome this limitation, this study proposes a frequency-domain evaluation index, cumulative power difference (CPD), for rapid selection of the optimal down-sampling factor. We apply the proposed CPD to photoacoustic images of the ear and brain of the mouse. The result shows that as the down-sampling factor increases, there is a similar decreasing trend in the quality of the 20 images. CPD was significantly correlated with PCC/MSE/SSIM (p < 0.001). The findings suggest that CPD, with its ability to evaluate the quality of photoacoustic images and quickly quantify the quality loss of down-sampled images without prior inspection. This study contributes to expanding the application range of PAM and supporting its clinical prospects.

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来源期刊
Journal of Biophotonics
Journal of Biophotonics 生物-生化研究方法
CiteScore
5.70
自引率
7.10%
发文量
248
审稿时长
1 months
期刊介绍: The first international journal dedicated to publishing reviews and original articles from this exciting field, the Journal of Biophotonics covers the broad range of research on interactions between light and biological material. The journal offers a platform where the physicist communicates with the biologist and where the clinical practitioner learns about the latest tools for the diagnosis of diseases. As such, the journal is highly interdisciplinary, publishing cutting edge research in the fields of life sciences, medicine, physics, chemistry, and engineering. The coverage extends from fundamental research to specific developments, while also including the latest applications.
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