Guo Min, Guo Yusong, Cai Jiahao, Wang Zi, Lv Guoqiang, Feng Qibin
Opt Express. 2024 May 6;32(10):18017-18032. doi: 10.1364/OE.523821.
Augmented reality head-mounted displays (AR-HMDs) utilizing diffractive waveguides have emerged as a popular research focus. However, the illuminance uniformity over the fields of view (FOV) is often unsatisfactory in volume holographic grating (VHG) based waveguide displays. This paper proposes a high uniformity AR waveguide display system. Firstly, the angular uniformity of the VHG-based waveguide displays is analyzed. Subsequently, diffractive optical elements (DOEs) are seamlessly integrated onto the outer coupling surface of the waveguide substrate to improve the angular uniformity through phase compensation. To design the DOE phase, the multi-objective stochastic gradient descent (MO-SGD) algorithm is proposed. A single DOE is used to compensating various images form the image source. A hybrid loss, which includes the learned perceptual image patch similarity (LPIPS) metric, is applied to enhance the algorithm performance. Simulation results show that the proposed method effectively suppresses illumination degradation at the edge FOV in exit pupil images of the waveguide display system. In the results, the peak signal-to-noise ratio (PSNR) is improved by 5.54 dB. Optical experiments validate the effectiveness of the proposed method. The measured nonuniformity (NU) against FOVs is improved by 53.05% from 0.3749 to 0.1760.
利用衍射波导的增强现实头戴式显示器(AR - HMD)已成为一个热门的研究焦点。然而,在基于体全息光栅(VHG)的波导显示器中,视场(FOV)上的照度均匀性往往不尽人意。本文提出了一种高均匀性的AR波导显示系统。首先,分析了基于VHG的波导显示器的角度均匀性。随后,将衍射光学元件(DOE)无缝集成到波导基板的外耦合表面上,通过相位补偿来提高角度均匀性。为了设计DOE相位,提出了多目标随机梯度下降(MO - SGD)算法。使用单个DOE来补偿来自图像源的各种图像。应用一种包括学习到的感知图像块相似性(LPIPS)度量的混合损失来提高算法性能。仿真结果表明,该方法有效地抑制了波导显示系统出瞳图像边缘视场处的光照退化。结果中,峰值信噪比(PSNR)提高了5.54 dB。光学实验验证了该方法的有效性。针对视场测量的不均匀性(NU)从0.3749提高到0.1760,改善了53.05%。