A High-Resolution Hyperspectral Imaging System for the Retina.

Minh Ha Tran, Michelle Bryarly, Kelden Pruitt, Ling Ma, Baowei Fei
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Abstract

In this study, we developed an imaging system that can acquire and produce high-resolution hyperspectral images of the retina. Our system combines the view from a high-resolution RGB camera and a snapshot hyperspectral camera together. The method is fast and can be constructed into a compact imaging device. We tested our system by imaging a calibrated color chart, biological tissues ex vivo, and a phantom of the human retina. By using image pansharpening methods, we were able to produce a high-resolution hyperspectral image. The images from the hyperspectral camera alone have a spatial resolution of 0.2 mm/pixel, whereas the pansharpened images have a spatial resolution of 0.1 mm/pixel, a 2x increase in spatial resolution. Our method has the potential to capture images of the retina rapidly. Our method preserves both the spatial and spectral fidelity, as shown by comparing the original hyperspectral images with the pansharpened images. The high-resolution hyperspectral imaging device can have a variety of applications in retina examinations.

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视网膜高分辨率高光谱成像系统。
在这项研究中,我们开发了一种成像系统,可以获取并生成视网膜的高分辨率高光谱图像。我们的系统将高分辨率 RGB 相机和快照高光谱相机的视图结合在一起。该方法速度快,可组装成一个小巧的成像设备。我们通过对校准色图、活体生物组织和人体视网膜模型进行成像,测试了我们的系统。通过使用图像平锐化方法,我们能够生成高分辨率的高光谱图像。高光谱相机单独拍摄的图像空间分辨率为 0.2 毫米/像素,而经过平锐化处理的图像空间分辨率为 0.1 毫米/像素,空间分辨率提高了 2 倍。我们的方法具有快速捕捉视网膜图像的潜力。通过比较原始高光谱图像和平锐化图像,可以看出我们的方法既保留了空间保真度,也保留了光谱保真度。高分辨率高光谱成像设备可在视网膜检查中广泛应用。
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