液晶显示器
光场
领域(数学)
发光二极管
计算机图形学(图像)
分辨率(逻辑)
计算机科学
光学
光电子学
材料科学
计算机视觉
人工智能
物理
数学
纯数学
作者
Zong Qin,Zeyu Wang,Qimeng Wang,Guowei Zou,Yunfan Cheng,Yi Liu,Yutong Li,Changwen Ma,Zhou Zhang,Guowei Zha
摘要
The light field display (LFD) can provide realistic 3D content with feasible implementation but is encountering low spatial resolution, requiring higher-resolution picture generation units. The mini-LED backlight LCD is a strong competitor due to its high contrast, small form factor, and mature fabrication. We remove the color filter array for tripled resolution and light efficiency, namely, the field sequential color (FSC) LCD. This study reports an LFD prototype based on a 240-Hz FSC-LCD. The unique issue in FSC-LCDs, color breakup, is addressed by using three fields for one frame, but not traditional 4-field driving. The low-color-breakup driving is achieved using multi-objective optimization (MOO) to create a training set for a lightweight neural network. The MOO guarantees our system's color breakup and image distortion are simultaneously invisible, and the lightweight neural network realizes real-time driving.
科研通智能强力驱动
Strongly Powered by AbleSci AI