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量子点/多孔硅生物传感器表面荧光图像的去噪。

Denoising of Fluorescence Image on the Surface of Quantum Dot/Nanoporous Silicon Biosensors.

机构信息

College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China.

Key Laboratory of Signal Detection and Processing, Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830046, China.

出版信息

Sensors (Basel). 2022 Feb 10;22(4):1366. doi: 10.3390/s22041366.

Abstract

In the process of biological detection of porous silicon photonic crystals based on quantum dots, the concentration of target organisms can be indirectly measured via the change in the gray value of the fluorescence emitted from the quantum dots in the porous silicon pores before and after the biological reaction on the surface of the device. However, due to the disordered nanostructures in porous silicon and the roughness of the surface, the fluorescence images on the surface contain noise. This paper analyzes the type of noise and its influence on the gray value of fluorescent images. The change in the gray value caused by noise greatly reduces the detection sensitivity. To reduce the influence of noise on the gray value of quantum dot fluorescence images, this paper proposes a denoising method based on gray compression and nonlocal anisotropic diffusion filtering. We used the proposed method to denoise the quantum dot fluorescence image after DNA hybridization in a Bragg structure porous silicon device. The experimental results show that the sensitivity of digital image detection improved significantly after denoising.

摘要

在基于量子点的多孔硅光子晶体的生物检测过程中,可以通过测量生物反应前后器件表面量子点在多孔硅孔中发射的荧光的灰度值变化,间接测量目标生物的浓度。然而,由于多孔硅中的纳米结构无序和表面粗糙度,荧光图像表面存在噪声。本文分析了噪声的类型及其对荧光图像灰度值的影响。噪声引起的灰度值变化大大降低了检测的灵敏度。为了降低噪声对量子点荧光图像灰度值的影响,本文提出了一种基于灰度压缩和非局部各向异性扩散滤波的去噪方法。我们使用所提出的方法对 Bragg 结构多孔硅器件中 DNA 杂交后的量子点荧光图像进行了去噪。实验结果表明,去噪后数字图像检测的灵敏度显著提高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d421/8962970/f696252a82d7/sensors-22-01366-g001.jpg

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