52‐2: Invited Paper: ChromaCorrect: Prescription Correction in Virtual Reality Headsets through Perceptual Guidance

Ahmet H. Güzel, Jeanne Beyazian, Praneeth Chakravarthula, K. Akşit
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Abstract

The enthusiasm for Virtual Reality (VR) brings forward the question of accessibility. Current hardware is not suitable for usage with prescription correction glasses despite the prevalence of refractive eye problems, and algorithmic solutions are not optimal. We tackle this issue by proposing a differentiable visual perception model that derives key insights from the human visual system, the target display, and the target user's eye refractive errors. Using our algorithmic approach, we optimize the rendered images using stochastic gradient‐descent solvers to provide contrast enhanced images at interactive rates for a visually impaired user.
52‐2:邀请论文:ChromaCorrect:通过感知指导在虚拟现实耳机中进行处方校正
对虚拟现实(VR)的热情提出了可访问性的问题。尽管屈光性眼睛问题普遍存在,但当前的硬件不适合与处方矫正眼镜一起使用,并且算法解决方案也不是最佳的。我们通过提出一个可微分的视觉感知模型来解决这个问题,该模型从人类视觉系统、目标显示器和目标用户的眼睛屈光不正中获得关键见解。使用我们的算法方法,我们使用随机梯度下降解算器优化渲染图像,为视障用户提供交互式对比度增强图像。
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