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Peplography - an image restoration technique through scattering media

机译:人为摄影-通过散射介质的图像恢复技术

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In this paper, we propose an image restoration technique through scattering media. Under natural light an imaging through scattering media is a big challenge in many applications. To overcome this challenge, many methods have been reported such as non-invasive imaging, ghost imaging, and wavefront shaping. However, their results have not been sufficient for observers. In this paper, we estimate the scattering media by statistical estimation such as maximum likelihood estimation. By removing this estimated scattering media from the original image, we can obtain the image with only ballistic photons. Then, the ballistic photons can be detected by photon counting imaging concept. In addition, since each basic color channel has its own wavelength, color photon counting process can be implemented. To enhance the visual quality of the result image, a passive three-dimensional (3D) imaging technique such as integral imaging is used. To prove our method and show the better performance, we carried out optical experiments and calculate mean square error (MSE).
机译:在本文中,我们提出了一种通过散射介质进行图像复原的技术。在自然光下,通过散射介质成像在许多应用中是一个巨大的挑战。为了克服这一挑战,已经报道了许多方法,例如非侵入性成像,重影成像和波前成形。但是,他们的结果对于观察者来说还不够。在本文中,我们通过统计估计(例如最大似然估计)来估计散射介质。通过从原始图像中除去这种估计的散射介质,我们可以获得仅具有弹道光子的图像。然后,可以通过光子计数成像概念来检测弹道光子。另外,由于每个基本颜色通道具有其自己的波长,所以可以实现彩色光子计数过程。为了提高结果图像的视觉质量,使用了无源三维(3D)成像技术,例如积分成像。为了证明我们的方法并显示出更好的性能,我们进行了光学实验并计算了均方误差(MSE)。

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