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基于液体透镜利用色差提高精度的紧凑型快速深度传感器。

Compact and fast depth sensor based on a liquid lens using chromatic aberration to improve accuracy.

作者信息

Jung Gyu Suk, Won Yong Hyub

出版信息

Opt Express. 2021 May 10;29(10):15786-15801. doi: 10.1364/OE.425191.

Abstract

Depth from defocus (DFD) obtains depth information using two defocused images, making it possible to obtain a depth map with high resolution equal to that of the RGB image. However, it is difficult to change the focus mechanically in real-time applications, and the depth range is narrow because it is inversely proportional to the depth accuracy. This paper presents a compact DFD system based on a liquid lens that uses chromatic aberration for real-time application and depth accuracy improvement. The electrical focus changing of a liquid lens greatly shortens the image-capturing time, making it suitable for real-time applications as well as helping with compact lens design. Depth accuracy can be improved by dividing the depth range into three channels using chromatic aberration. This work demonstrated the improvement of depth accuracy through theory and simulation and verified it through DFD system design and depth measurement experiments of real 3D objects. Our depth measurement system showed a root mean square error (RMSE) of 0.7 mm to 4.98 mm compared to 2.275 mm to 12.3 mm in the conventional method, for the depth measurement range of 30 cm to 70 cm. Only three lenses are required in the total optical system. The response time of changing focus by the liquid lens is 10 ms, so two defocused images for DFD can be acquired within a single frame period of real-time operations. Lens design and image processing were conducted using Zemax and MATLAB, respectively.

摘要

离焦深度(DFD)利用两幅散焦图像获取深度信息,从而能够获得分辨率与RGB图像相同的高分辨率深度图。然而,在实时应用中难以通过机械方式实时改变焦点,并且深度范围较窄,因为它与深度精度成反比。本文提出了一种基于液体透镜的紧凑型DFD系统,该系统利用色差实现实时应用并提高深度精度。液体透镜的电聚焦变化大大缩短了图像采集时间,使其适用于实时应用,同时也有助于紧凑型透镜设计。通过利用色差将深度范围划分为三个通道,可以提高深度精度。这项工作通过理论和仿真证明了深度精度的提高,并通过DFD系统设计和真实3D物体的深度测量实验进行了验证。在30厘米至70厘米的深度测量范围内,我们的深度测量系统的均方根误差(RMSE)为0.7毫米至4.98毫米,而传统方法的均方根误差为2.275毫米至12.3毫米。整个光学系统仅需三个透镜。液体透镜改变焦点的响应时间为10毫秒,因此可以在实时操作的单个帧周期内获取用于DFD的两幅散焦图像。透镜设计和图像处理分别使用Zemax和MATLAB进行。

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