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ADAPTIVE ENHANCEMENT OF LUMINANCE AND DETAILS IN IMAGES UNDER AMBIENT LIGHT

机译:环境光下图像中亮度和细节的自适应增强

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Image quality of mobile displays are significantly influenced by ambient light. In the daylight condition, displayed images on mobile displays are darkly perceived by human visual system (HVS), which suffer from significant detail loss. However, only luminance enhancement seriously affects image details especially for bright regions. To overcome this problem, we propose a quadratic optimization framework which includes data term for luminance enhancement and gradient term for detail enhancement. In the data term, we provide an ambient light nonlinear intensity-transfer function for adaptive luminance enhancement depending on display properties, ambient light, and image contents. In the gradient term, Weber's law is employed for detail enhancement. Finally, we achieve both luminance and detail enhancement by solving the optimization framework. Experimental results demonstrate that the proposed method remarkably enhances the visibility of displayed images under strong ambient light.
机译:移动显示器的图像质量受环境光的显着影响。在日光条件下,移动显示器上的显示图像是由人类视觉系统(HVS)的黑暗地感知,其遭受显着的细节损失。然而,只有亮度增强严重影响图像细节,特别是对于明亮的区域。为了克服这个问题,我们提出了一种二次优化框架,包括用于详细增长增强的亮度增强和梯度术语的数据项。在数据项中,根据显示属性,环境光和图像内容,我们为自适应亮度增强提供了环境光非线性强度传递函数。在梯度学期中,韦伯的法律用于细节增强。最后,通过解决优化框架来实现亮度和细节增强。实验结果表明,所提出的方法显着提高了强环境光下显示图像的可见性。

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