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鱿鱼眼启发的人工智能视觉,可在不均匀照明条件下实现高质量成像。

Cuttlefish eye-inspired artificial vision for high-quality imaging under uneven illumination conditions.

机构信息

School of Chemical and Biological Engineering, Institute of Chemical Processes, Seoul National University, Seoul 08826, Republic of Korea.

Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, Republic of Korea.

出版信息

Sci Robot. 2023 Feb 22;8(75):eade4698. doi: 10.1126/scirobotics.ade4698. Epub 2023 Feb 15.

Abstract

With the rise of mobile robotics, including self-driving automobiles and drones, developing artificial vision for high-contrast and high-acuity imaging in vertically uneven illumination conditions has become an important goal. In such situations, balancing uneven illumination, improving image contrast for facile object detection, and achieving high visual acuity in the main visual fields are key requirements. Meanwhile, in nature, cuttlefish (genus ) have evolved an eye optimized for vertically uneven illumination conditions, which consists of a W-shaped pupil, a single spherical lens, and a curved retina with a high-density photoreceptor arrangement and polarized light sensitivity. Here, inspired by the cuttlefish eye, we report an artificial vision system consisting of a W-shaped pupil, a single ball lens, a surface-integrated flexible polarizer, and a cylindrical silicon photodiode array with a locally densified pixel arrangement. The W-shaped pupil integrated on the ball lens balances vertically uneven illumination, and the cylindrical silicon photodiode array integrated with the flexible polarizer enables high-contrast and high-acuity imaging.

摘要

随着移动机器人(包括自动驾驶汽车和无人机)的兴起,开发用于垂直不均匀照明条件下的高对比度和高分辨率成像的人工视觉已成为一个重要目标。在这种情况下,平衡不均匀的照明、提高图像对比度以方便目标检测,并在主要视场中实现高视觉敏锐度是关键要求。同时,在自然界中,乌贼(属)已经进化出一种针对垂直不均匀照明条件优化的眼睛,它由 W 形瞳孔、单个球形透镜和具有高密度光感受器排列和偏振光敏感性的弯曲视网膜组成。在这里,受乌贼眼睛的启发,我们报告了一个由 W 形瞳孔、单个球透镜、表面集成的柔性偏振器和具有局部密集像素排列的圆柱形硅光电二极管阵列组成的人工视觉系统。集成在球透镜上的 W 形瞳孔平衡了垂直不均匀的照明,而集成了柔性偏振器的圆柱形硅光电二极管阵列则实现了高对比度和高分辨率成像。

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