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Locally Adaptive High Dynamic Range Image ReproductionInspired by Human Visual System

机译:本地自适应高动态范围图像再现人类视觉系统

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Dynamic range of natural scenes that we see in daily life ranges up to 120dB. Unfortunately, typical imaging devices only cover about 50dB without any special circuit technique. To overcome this dynamic range problem, many algorithms and devices have been developed and commercialized. However, commercialization in the field where image quality is emphasized is not as active as in the filed where the image information is emphasized. This is because there are still some limitations in capturing and displaying high dynamic range (HDR) image without loss of image information (color, edge and contrast, etc.) In displaying HDR image, some losses of image information during tone reproduction are inevitable, since the HDR image have to be processed with some kind of tone reproduction method to compress the dynamic range fit to the low dynamic range (LDR) display devices. Also there is a report that the tone reproduced LDR image on LDR display device is viewed better than HDR image on HDR display according to Oh [1]. For this reason, we propose a new method which can tonally reproduce HDR image into a natural LDR image as auto exposed (AE) one with minimum loss of image information.
机译:我们在日常生活中看到的自然场景的动态范围达到120dB。不幸的是,典型的成像装置仅覆盖大约50dB,没有任何特殊的电路技术。为了克服这种动态范围问题,已经开发和商业化了许多算法和设备。然而,在强调图像质量的领域中的商业化与强调图像信息的提交中的图像质量并不像在那里一样激活。这是因为在显示HDR图像时捕获和显示高动态范围(HDR)图像时仍然存在一些局限性,而不会丢失图像信息(颜色,边缘和对比度等),音调再现期间的图像信息的一些损失是不可避免的,由于HDR图像必须用某种色调再现方法处理,以便压缩适合低动态范围(LDR)显示设备的动态范围。此外,还有一个报告,根据OH [1],比HDR图像上的HDR图像更好地查看LDR显示设备上的音调再现的LDR图像。因此,我们提出了一种新方法,可以将HDR图像调整为自然LDR图像作为自然暴露(AE)一个,其具有最小的图像信息。

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