基于仿真图像评价的光栅立体显示器优化方法
Optimization of grating stereoscopic display based on simulation image
光栅立体显示器是目前最热门的裸眼三维显示器之一,对其进行参数优化是显示器设计过程中的关键步骤。本文提出了一种基于仿真图像评价的光栅立体显示器优化方法,该方法基于已有的光栅立体显示器仿真平台,通过评估仿真图像而非光学指标的方式来评价显示器显示质量,更加直观便捷。邀请评测者展开主观实验,选出了最适合评价三维显示器仿真图像的评估标准LPIPS(Learned Perceptual Image Patch Similarity)。使用贝叶斯方法对柱透镜光栅立体显示器参数进行联合优化实验,并与Zemax传统光学优化结果进行比较,中心视场弥散斑半径为15.567微米,边缘视场的弥散斑半径为89.744微米,均满足经验要求的设计标准。实验表明,该方法能够正确优化显示器的常用参数,并达到与传统光学设计软件一致的效果。该方法在光栅立体显示器的优化设计中具有显著潜力,为裸眼三维显示器设计流程提供一种新思路。
Grating stereoscopic display is currently one of the most popular naked eye three-dimensional(3D) displays, and optimizing its parameters is a key step in the display design process. This article proposes an optimization method for grating stereoscopic displays based on simulation image evaluation. This method is based on existing grating stereoscopic display simulation platforms and assesses display quality by evaluating simulation images, which is more intuitive and convenient, rather than optical indicators. This research invites reviewers to conduct subjective experiments and selects the most suitable evaluation criteria for 3D display simulation images: Learned Perceptual Image Patch Similarity(LPIPS). A joint optimization experiment is conducted on the parameters of a cylindrical lens grating stereoscopic display using Bayesian method, and compares with the traditional optical optimization results of Zemax. The center field of view has a diffuse spot radius of 15.567 micrometre , and the edge field of view has a diffuse spot radius of 89.744 micrometre , both of which meets the design standards of empirical requirements. The experiment shows that this method can correctly optimize the commonly used parameters of the display and achieve the same effect as traditional optical design software. This method has significant potential in the optimization design of grating stereoscopic displays, further provides a new approach for the design process of naked eye 3D displays.
洪逸飞、邢树军
光电子技术
光栅立体显示器可视化仿真图像质量评估贝叶斯优化
Raster stereoscopic displayVisual simulationImage quality assessmentBayesian optimization
洪逸飞,邢树军.基于仿真图像评价的光栅立体显示器优化方法[EB/OL].(2025-02-13)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/202502-20.点此复制
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