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用于高分辨率和精确色彩再现的无透镜与手机显微镜图像的色彩校准与融合。

Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction.

作者信息

Zhang Yibo, Wu Yichen, Zhang Yun, Ozcan Aydogan

机构信息

Electrical Engineering Department, University of California, Los Angeles, CA, 90095, USA.

Bioengineering Department, University of California, Los Angeles, CA, 90095, USA.

出版信息

Sci Rep. 2016 Jun 10;6:27811. doi: 10.1038/srep27811.

Abstract

Lens-free holographic microscopy can achieve wide-field imaging in a cost-effective and field-portable setup, making it a promising technique for point-of-care and telepathology applications. However, due to relatively narrow-band sources used in holographic microscopy, conventional colorization methods that use images reconstructed at discrete wavelengths, corresponding to e.g., red (R), green (G) and blue (B) channels, are subject to color artifacts. Furthermore, these existing RGB colorization methods do not match the chromatic perception of human vision. Here we present a high-color-fidelity and high-resolution imaging method, termed "digital color fusion microscopy" (DCFM), which fuses a holographic image acquired at a single wavelength with a color-calibrated image taken by a low-magnification lens-based microscope using a wavelet transform-based colorization method. We demonstrate accurate color reproduction of DCFM by imaging stained tissue sections. In particular we show that a lens-free holographic microscope in combination with a cost-effective mobile-phone-based microscope can generate color images of specimens, performing very close to a high numerical-aperture (NA) benchtop microscope that is corrected for color distortions and chromatic aberrations, also matching the chromatic response of human vision. This method can be useful for wide-field imaging needs in telepathology applications and in resource-limited settings, where whole-slide scanning microscopy systems are not available.

摘要

无透镜全息显微镜能够在经济高效且便于携带的装置中实现宽视场成像,使其成为用于即时医疗和远程病理学应用的一项很有前景的技术。然而,由于全息显微镜中使用的光源相对带宽较窄,使用在离散波长(例如对应于红(R)、绿(G)和蓝(B)通道)重建的图像的传统彩色化方法容易出现颜色伪影。此外,这些现有的RGB彩色化方法与人类视觉的色彩感知不匹配。在此,我们提出一种高色彩保真度和高分辨率成像方法,称为“数字色彩融合显微镜”(DCFM),该方法使用基于小波变换的彩色化方法,将在单个波长下采集的全息图像与由低倍率基于透镜的显微镜拍摄的颜色校准图像进行融合。我们通过对染色组织切片成像来证明DCFM的准确色彩再现。特别是,我们表明,无透镜全息显微镜与经济高效的基于手机的显微镜相结合,可以生成标本的彩色图像,其性能非常接近经过颜色失真和色差校正的高数值孔径(NA)台式显微镜,也与人类视觉的色彩响应相匹配。这种方法对于远程病理学应用以及在资源有限的环境中(在这些环境中没有全玻片扫描显微镜系统)的宽视场成像需求可能是有用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dfe2/4901265/4a4c1447ac54/srep27811-f1.jpg

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